Last update:
Wed Nov 30 07:25:46 MST 2022
Ronald Barry A Diagnostic to Assess the Fit of a
Variogram Model to Spatial Data . . . . 1--11
Jason Bond and
George Michailides Homogeneity Analysis in Xlisp--Stat . . ??
Thomas Lumley XLISP--Stat Tools for Building
Generalised Estimating Equation Models ??
Anja Struyf and
Mia Hubert and
Peter Rousseeuw Clustering in an Object-Oriented
Environment . . . . . . . . . . . . . . 1--30
Jan de Leeuw Server-side Statistics Scripting in PHP 1--13
Barry W. Brown and
James Lovato and
Kathy Russell The Asypow S(plus) Library for
Asymptotic Power Calculations . . . . . 1--21
R. Webster West and
R. Todd Ogden Statistical Analysis with Webstat, Java
applet for the World Wide Web . . . . . 1--7
Leif E. Peterson COVAR: Computer Program for Multifactor
Relative Risks and Tests of Hypotheses
Using a Variance-Covariance Matrix from
Linear and Log-Linear Regression . . . . 1--21
Leif E. Peterson PIRLS: Poisson Iteratively Reweighted
Least Squares Computer Program for
Additive, Multiplicative, Power, and
Non-linear Models . . . . . . . . . . . 1--28
Dianne Cook Calibrate Your Eyes to Recognize
High-Dimensional Shapes from Their
Low-Dimensional Projections . . . . . . 1--7
Geoff McLachlan and
Angus Ng and
Peter Adams and
David McGiffin and
Andrew Gailbraith An Algorithm for Fitting Mixtures of
Gompertz Distributions to Censored
Survival Data . . . . . . . . . . . . . 1--23
Jason Bond and
George Michailides Interactive Correspondence Analysis in a
Dynamic Object-Oriented Environment . . 1--30
Freédéric Y. Bois and
Don R. Maszle MCSim: a Monte Carlo Simulation Program 1--60
Robert J. Boik and
James F. Robison-Cox Derivatives of the Incomplete Beta
Function . . . . . . . . . . . . . . . . 1--20
Thomas Lumley Survival Analysis in XLISP--Stat. A
semiliterate program . . . . . . . . . . 1--90
George Marsaglia and
Wai Wan Tsang The Monty Python Method for Generating
Gamma Variables . . . . . . . . . . . . 1--8
Paul N. Somerville A Fortran 90 Program for Evaluation of
Multivariate Normal and Multivariate $t$
Integrals Over Convex Regions . . . . . 1--10
Jeff Banfield Rweb: Web-based Statistical Analysis . . 1--15
Geoff J. McLachlan and
David Peel The EMMIX Algorithm for the Fitting of
Normal and $t$-Components . . . . . . . 1--14
Hani J. Doss and
Balasubramanian Narasimhan Dynamic Display of Changing Posterior in
Bayesian Survival Analysis: The Software 1--72
Peter Dunn A Graphical User Interface to
Generalized Linear Models in MATLAB . . 1--25
Donald Hedeker MIXNO: a computer program for
mixed-effects nominal logistic
regression . . . . . . . . . . . . . . . 1--92
Mortaza Jamshidian Adaptive Robust Regression by Using a
Nonlinear Regression Program . . . . . . 1--25
Donald E. Ramirez The Generalized $F$ Distribution . . . . 1--14
David Wooff and
Michael Goldstein The Bayes Linear Programming Language
[B/D] . . . . . . . . . . . . . . . . . 1--19
Frederic Udina Implementing interactive computing in an
object-oriented environment . . . . . . 1--20
David Firth Quasi-variances in Xlisp--Stat and on
the Web . . . . . . . . . . . . . . . . 1--13
Mike Patefield Fast and Accurate Calculation of Owen's
$T$ Function . . . . . . . . . . . . . . 1--25
Warren L. May and
William D. Johnson Constructing two-sided simultaneous
confidence intervals for multinomial
proportions for small counts in a large
number of cells . . . . . . . . . . . . 1--24
Jean-François Coeurjolly Simulation and identification of the
fractional Brownian motion: a
bibliographical and comparative study 1--53
George Marsaglia and
Wai Wan Tsang The ziggurat method for generating
random variables . . . . . . . . . . . . 1--7
James W. Bradley and
R. Webster West Interactive Java Tools for Exploring
High-dimensional Data . . . . . . . . . ??
C. Mitchell Dayton SUBSET: Best Subsets using Information
Criteria . . . . . . . . . . . . . . . . 1--10
Andre Berchtold Markov Chain Computation for Homogeneous
and Non-homogeneous Data: MARCH 1.1
Users Guide . . . . . . . . . . . . . . 1--81
Jens Henrik Badsberg A Guide to CoCo . . . . . . . . . . . . 1--190
Paul N. Somerville and
Frank Bretz FORTRAN 90 and SAS-IML Programs for
Computation of Critical Values for
Multiple Testing and Simultaneous
Confidence Intervals . . . . . . . . . . 1--14
Anestis Antoniadis and
Jérémie Bigot and
Theofanis Sapatinas Wavelet Estimators in Nonparametric
Regression: a Comparative Simulation
Study . . . . . . . . . . . . . . . . . 1--83
Luca Scrucca Nonparametric Kernel Smoothing Methods.
The \pkgsm library in Xlisp--Stat . . . 1--49
Paul N. Somerville Numerical Computation of Multivariate
Normal and Multivariate $t$
Probabilities over Ellipsoidal Regions 1--10
Sanford Weisberg Dimension Reduction Regression in R . . 1--22
Achim Zeileis and
Friedrich Leisch and
Kurt Hornik and
Christian Kleiber \pkgstrucchange: an R package for
Testing for Structural Change in Linear
Regression Models . . . . . . . . . . . 1--38
George Marsaglia and
Wai Wan Tsang Some Difficult-to-pass Tests of
Randomness . . . . . . . . . . . . . . . 1--8
Gregory R. Warnes HYDRA: a Java library for Markov Chain
Monte Carlo . . . . . . . . . . . . . . 1--32
Ilya Lipkovich and
Eric P. Smith Biplot and Singular Value Decomposition
Macros for Excel\copyright . . . . . . . 1--15
Pedro M. Valero-Mora and
Forrest W. Young Computing and Visualizing Log-linear
analysis interactively . . . . . . . . . 1--9
Ioannis Ntzoufras Gibbs Variable Selection Using BUGS . . 1--19
H. Bayo Lawal and
Richard A. Sundheim Generating Factor Variables for
Asymmetry, Non-independence and
Skew-symmetry Models in Square
Contingency Tables using SAS . . . . . . 1--23
Jorge Belaire-Franch and
Dulce Contreras Recurrence Plots in Nonlinear Time
Series Analysis: Free Software . . . . . 1--18
Eric Bonnet and
Yves Van de Peer \pkgzt: a Software Tool for Simple and
Partial Mantel Tests . . . . . . . . . . 1--12
Martin Theus Interactive Data Visualization using
Mondrian . . . . . . . . . . . . . . . . 1--9
Ali A. Al-Subaihi Variable Selection in Multivariable
Regression Using SAS/IML . . . . . . . . 1--20
Hojin Moon and
J. Jack Lee and
Hongshik Ahn and
Rumiana G. Nikolova A Web-based Simulator for Sample Size
and Power Estimation in Animal
Carcinogenicity Studies . . . . . . . . 1--36
Michael Tomz and
Jason Wittenberg and
Gary King \pkgClarify: Software for Interpreting
and Presenting Statistical Results . . . 1--30
Gary King and
Langche Zeng Logistic Regression in Rare Events Data 1--30
William D. Dupont and
W. Dale Plummer, Jr. Density Distribution Sunflower Plots . . 1--5
Eva Contoni Resistant Nonparametric Smoothing with
S-PLUS . . . . . . . . . . . . . . . . . ??
Gloria Perez Sainz de Rozas Using Mathematica to Build
Non-Parametric Statistical Tables . . . 1--26
A. Alexandre Trindade Implementing Modifed Burg Algorithms in
Multivariate Subset Autoregressive
Modeling . . . . . . . . . . . . . . . . 1--68
Roger Koenker and
Pin Ng \pkgSparseM: a Sparse Matrix Package for
R . . . . . . . . . . . . . . . . . . . 1--9
Ashish Sanil and
Shanti Gomatam and
Alan F. Karr NISS WebSwap: a Web Service for Data
Swapping . . . . . . . . . . . . . . . . 1--12
Chwen-Ming Chang MinPROMEP: Generation of Partially
Replicated Minimal Orthogonal
Main-effect Plans Using a Novel
Algorithm . . . . . . . . . . . . . . . 1--15
Ali Reza Fotouhi Comparisons of Estimation Procedures for
Nonlinear Multilevel Models . . . . . . 1--39
David Firth CGIwithR: Facilities for processing Web
forms using R . . . . . . . . . . . . . 1--8
Uwe Ligges and
Martin Mächler \pkgScatterplot3d --- an R package for
Visualizing Multivariate Data . . . . . 1--20
Honghu Liu and
Tongtong Wu Estimating the Area under a Receiver
Operating Characteristic Curve For
Repeated Measures Design . . . . . . . . 1--18
Diego Kuonen Numerical Integration in S-PLUS or R: a
Survey . . . . . . . . . . . . . . . . . 1--14
George Marsaglia Xorshift RNGs . . . . . . . . . . . . . 1--6
John Fox Effect Displays in R for Generalised
Linear Models . . . . . . . . . . . . . 1--27
Roger D. Peng Multi-dimensional Point Process Models
in R . . . . . . . . . . . . . . . . . . 1--27
Warren W. Esty and
Jeffrey D. Banfield The Box-Percentile Plot . . . . . . . . 1--14
George Marsaglia and
Wai Wan Tsang and
Jingbo Wang Evaluating Kolmogorov's Distribution . . 1--4
Duncan Murdoch \pkgOrientlib: An R Package for
Orientation Data . . . . . . . . . . . . 1--11
Susanne G. Bòtcher and
Claus Dethlefsen \pkgdeal: a Package for Learning
Bayesian Networks . . . . . . . . . . . 1--40
Haseeb Ahmad Khan A Visual Basic Software for Computing
Fisher's Exact Probability . . . . . . . 1--7
Long Ngo and
Matthew P. Wand Smoothing with Mixed Model Software . . 1--54
George Marsaglia and
John Marsaglia Evaluating the Anderson--Darling
Distribution . . . . . . . . . . . . . . 1--5
Alan J. Miller A Collection of Mathematical and
Statistical Routines in FORTRAN 90 . . . 1--3
Ali A. Al-Subaihi Simulating Correlated Multivariate
Pseudorandom Numbers . . . . . . . . . . 1--20
R. Webster West and
Yuping Wu and
Duane Heydt An Introduction to StatCrunch 3.0 . . . ??
Matthew Strand and
Shalender Bhasin and
Hsiao-Pin Liu A Set of Nonparametric Tests for
Experiments with Lattice-Ordered Means:
Theory, Programs, and Applications . . . 1--16
Matthew E. Elam and
Kenneth E. Case and
Jong-Min Kim Second Stage Short Run $ (\bar X, v_c) $
and $ (\bar X, s_c) $ Control Charts . . 1--31
Thomas Lumley Analysis of Complex Survey Samples . . . 1--19
Douglas P. Wiens MATCH --- a Software Package for Robust
Profile Matching Using S-Plus . . . . . 1--35
Eva Cantoni Resistant Nonparametric Smoothing with
S-PLUS . . . . . . . . . . . . . . . . . 1--6
Ove Edlund CMregr --- a Matlab software package for
finding CM-Estimates for Regression . . 1--11
Eva Cantoni Analysis of Robust Quasi-deviances for
Generalized Linear Models . . . . . . . 1--9
Arnold J. Stromberg Why Write Statistical Software? The Case
of Robust Statistical Methods . . . . . 1--8
Giovanni Baiocchi Using Perl for Statistics: Data
Processing and Statistical Computing . . 1--81
Adolf Mathias and
Florian Grond and
Ramon Guardans and
Detlef Seese and
Miguel Canela and
Hans H. Diebner Algorithms for Spectral Analysis of
Irregularly Sampled Time Series . . . . 1--30
George Marsaglia and
Wai Wan Tsang and
Jingbo Wang Fast Generation of Discrete Random
Variables . . . . . . . . . . . . . . . 1--8
George Marsaglia Evaluating the Normal Distribution . . . 1--7
Richard P. Brent Note on Marsaglia's Xorshift Random
Number Generators . . . . . . . . . . . 1--5
Sòren Hòjsgaard The \pkgmimR Package for Graphical
Modelling in R . . . . . . . . . . . . . 1--13
Gary King \textfrakEI: a Program for Ecological
Inference . . . . . . . . . . . . . . . 1--41
Friedrich Leisch FlexMix: a General Framework for Finite
Mixture Models and Latent Class
Regression in R . . . . . . . . . . . . 1--18
Alexandros Karatzoglou and
Alex Smola and
Kurt Hornik and
Achim Zeileis \pkgkernlab --- An S4 Package for Kernel
Methods in R . . . . . . . . . . . . . . 1--20
Achim Zeileis Econometric Computing with HC and HAC
Covariance Matrix Estimators . . . . . . 1--17
David Firth Bradley--Terry Models in R . . . . . . . 1--12
Mortaza Jamshidian and
Wei Liu and
Ying Zhang and
Farid Jamshidian Simreg: a Software Including Some New
Developments in Multiple Comparison and
Simultaneous Confidence Bands for Linear
Regression Models . . . . . . . . . . . 1--22
François Panneton and
Pierre L'Ecuyer On the xorshift random number generators 346--361
Sibylle Sturtz and
Uwe Ligges and
Andrew Gelman \pkgR2WinBUGS: a Package for Running
WinBUGS from R . . . . . . . . . . . . . 1--16
Angelo M. Mineo and
Mariantonietta Ruggieri A Software Tool for the Exponential
Power Distribution: The \pkgnormalp
Package . . . . . . . . . . . . . . . . 1--24
Christian Ritz and
Jens C. Streibig Bioassay Analysis Using R . . . . . . . 1--22
Adrian Baddeley and
Rolf Turner \pkgspatstat: An R Package for Analyzing
Spatial Point Patterns . . . . . . . . . 1--42
Philip Leong and
Guanglie Zhang and
Dong-U Lee and
Wayne Luk and
John Villasenor A Comment on the Implementation of the
Ziggurat Method . . . . . . . . . . . . 1--44
Iain M. Johnstone and
Bernard W. Silverman EbayesThresh: R Programs for Empirical
Bayes Thresholding . . . . . . . . . . . 1--38
Sanford Weisberg Lost Opportunities: Why We Need a
Variety of Statistical Languages . . . . 1--12
Arturo Medrano-Soto and
J. Andrés Christen and
Julio Collado-Vides BClass: a Bayesian Approach Based on
Mixture Models for Clustering and
Classification of Heterogeneous
Biological Data . . . . . . . . . . . . 1--18
Philip W. Iversen and
Mervyn G. Marasinghe Visualizing Experimental Designs for
Balanced ANOVA Models . . . . . . . . . 1--18
Balasubramanian Narasimhan Lisp--Stat to Java to R . . . . . . . . 1--10
Frederic Udina Interactive Biplot Construction . . . . 1--16
Didier Josselin Interactive Geographical Information
System using Lisp--Stat: Prototypes and
Applications . . . . . . . . . . . . . . 1--34
Jan de Leeuw On Abandoning XLISP--STAT . . . . . . . 1--5
J. Gabriel Molina and
Rubén Ledesma and
Pedro M. Valero-Mora and
Forrest W. Young A Video Tour through ViSta 6.4 . . . . . 1--13
Luke Tierney Some Notes on the Past and Future of
Lisp--Stat . . . . . . . . . . . . . . . 1--15
Pedro Valero-Mora and
Frederic Udina The Health of Lisp--Stat . . . . . . . . 1--5
Thomas Boyle Book Review: \booktitleThe Analysis of
Gene Expression Data: Methods and
Software . . . . . . . . . . . . . . . . 1--2
Duncan Murdoch Book Review: \booktitleComputational
Statistics . . . . . . . . . . . . . . . 1--4
John G. Pierce Book Review: \booktitleIntroduction to
MATLAB with Numerical Preliminaries . . 1--3
Jan de Leeuw Book Review: \booktitleModern
Multidimensional Scaling: Theory and
Applications (Second Edition) . . . . . 1--2
Jan de Leeuw Book Review: \booktitleCorrespondence
Analysis and Data Coding with Java and R 1--2
Jan de Leeuw Book Review: \booktitleAn R and S-PLUS
Companion to Multivariate Analysis . . . 1--3
Robert Gould Book Review: \booktitleUsing R for
Introductory Statistics . . . . . . . . 1--3
John Fox Book Review: \booktitleThe Basics of
S-Plus, Fourth Edition . . . . . . . . . 1--3
Guy Nason \pkgpinktoe: Semi-automatic Traversal of
Trees . . . . . . . . . . . . . . . . . 1--11
Garnett McMillan and
Timothy Hanson SAS Macro BDM for Fitting the Dale
Regression Model to Bivariate Ordinal
Response Data . . . . . . . . . . . . . 1--12
Kosuke Imai and
David A. Van Dyk \pkgMNP: R Package for Fitting the
Multinomial Probit Model . . . . . . . . 1--32
Samuel E. Buttrey Calling the \pkglp\_solve Linear Program
Software from R, S-PLUS and Excel . . . 1--13
Phil Woodward BugsXLA: Bayes for the Common Man . . . 1--18
Achim Zeileis and
Gabor Grothendieck \pkgzoo: S3 Infrastructure for Regular
and Irregular Time Series . . . . . . . 1--27
Jeff T. Terpstra and
Joseph W. McKean Rank-Based Analysis of Linear Models
Using R . . . . . . . . . . . . . . . . 1--26
Lin Yee Hin and
Vincent Carey An Algorithm for Clustered Data
Generalized Additive Modelling with
S-PLUS . . . . . . . . . . . . . . . . . 1--24
John Fox The R Commander: a Basic-Statistics
Graphical User Interface to R . . . . . 1--42
Dimitris Karlis and
Ioannis Ntzoufras Bivariate Poisson and Diagonal Inflated
Bivariate Poisson Regression Models in R 1--36
Andreas Brezger and
Thomas Kneib and
Stefan Lang BayesX: Analyzing Bayesian Structural
Additive Regression Models . . . . . . . 1--22
Kurt Hornik A CLUE for CLUster Ensembles . . . . . . 1--25
George Marsaglia Monkeying with the Goodness-of-Fit Test 1--4
Ciprian M. Crainiceanu and
David Ruppert and
Matthew P. Wand Bayesian Analysis for Penalized Spline
Regression Using WinBUGS . . . . . . . . 1--24
Michael Hahsler and
Bettina Grün and
Kurt Hornik \pkgarules --- a Computational
Environment for Mining Association Rules
and Frequent Item Sets . . . . . . . . . 1--25
Robin K. S. Hankin Introducing BACCO, an R Bundle for
Bayesian Analysis of Computer Code
Output . . . . . . . . . . . . . . . . . 1--21
Claus Dethlefsen and
Sòren Hòjsgaard A Common Platform for Graphical Models
in R: The gRbase Package . . . . . . . . 1--12
Sébastien Déjean and
Serge Cohen FracSim: An R Package to Simulate
Multifractional Lévy Motions . . . . . . 1--19
Roger Newson Efficient Calculation of Jackknife
Confidence Intervals for Rank Statistics 1--10
Christina D. Smith and
Jeffrey S. Pontius Jackknife Estimator of Species Richness
with S-PLUS . . . . . . . . . . . . . . 1--12
Heather Stoll and
Gary King and
Langche Zeng WhatIf: R Software for Evaluating
Counterfactuals . . . . . . . . . . . . 1--18
James D. Knoke and
Christy M. Anderson and
Gary G. Koch Analyzing Repeated Measures Marginal
Models on Sample Surveys with Resampling
Methods . . . . . . . . . . . . . . . . 1--13
Ulrich Halekoh and
Sòren Hòjsgaard and
Jun Yan The R Package \pkggeepack for
Generalized Estimating Equations . . . . 1--11
Susumu Tanimura and
Chusi Kuroiwa and
Tsutomu Mizota Proportional Symbol Mapping in R . . . . 1--7
Giovanni M. Marchetti Independencies Induced from a Graphical
Markov Model After Marginalization and
Conditioning: The R Package \pkgggm . . 1--15
Robin K. S. Hankin Introducing \pkgelliptic, an R Package
for Elliptic and Modular Functions . . . 1--22
Alexandros Karatzoglou and
David Meyer and
Kurt Hornik Support Vector Machines in R . . . . . . 1--28
Donghoh Kim and
Hee-Seok Oh CVTresh: R Package for Level-Dependent
Cross-Validation Thresholding . . . . . 1--13
Matthew E. Elam and
Kenneth E. Case A Computer Program to Calculate
Two-Stage Short-Run Control Chart
Factors for (X, MR) Charts . . . . . . . 1--13
Surajit Ghosh Dastidar Gompertz: a Scilab Program for
Estimating Gompertz Curve Using
Gauss--Newton Method of Least Squares 1--12
Hongquan Xu Book Review: \booktitleDiscovering
Knowledge in Data: An Introduction to
Data Mining . . . . . . . . . . . . . . 1--2
Jan de Leeuw Book Review: \booktitleRobust
Statistical Methods with R . . . . . . . 1--2
John Maindonald Book Review: \booktitleGeneralized
Additive Models: An Introduction with R 1--2
Juana Sanchez Book Review: \booktitleHandbook of
Univariate and Multivariate Data
Analysis and Interpretation with SPSS 1--3
Rodney Sparapani Book Review: \booktitleStatistical
Analysis of Medical Data Using SAS . . . 1--5
Joseph Hilbe Book Review: \booktitleA Handbook of
Statistical Analyses Using R . . . . . . 1--6
James Bullard Book Review: \booktitleR Graphics . . . 1--3
Robin K. S. Hankin Code Snippet: Additive Integer
Partitions in R . . . . . . . . . . . . 1--3
Saralees Nadarajah and
Samuel Kotz Code Snippet: R Programs for Truncated
Distributions . . . . . . . . . . . . . 1--8
Ji-Hyung Shin and
Sigal Blay and
Brad McNeney and
Jinko Graham Code Snippet: LDheatmap: An R Function
for Graphical Display of Pairwise
Linkage Disequilibria Between Single
Nucleotide Polymorphisms . . . . . . . . 1--9
Claus Dethlefsen and
Sòren Lundbye-Christensen Formulating State Space Models in R with
Focus on Longitudinal Regression Models 1--15
Kelly Burkett and
Jinko Graham and
Brad McNeney \pkghapassoc: Software for Likelihood
Inference of Trait Associations with SNP
Haplotypes and Other Attributes . . . . 1--19
George C. McBane Programs to Compute Distribution
Functions and Critical Values for
Extreme Value Ratios for Outlier
Detection . . . . . . . . . . . . . . . 1--9
George Marsaglia Ratios of Normal Variables . . . . . . . 1--10
Jaakko Nevalainen and
Hannu Oja SAS/IML Macros for a Multivariate
Analysis of Variance Based on Spatial
Signs . . . . . . . . . . . . . . . . . 1--17
Johannes Hüsing An Accept-and-Reject Algorithm to Sample
from a Set of Permutations Restricted by
a Time Constraint . . . . . . . . . . . 1--17
Hojin Moon and
Hongshik Ahn and
Ralph L. Kodell A Computational Tool for Testing
Dose-related Trend Using an Age-adjusted
Bootstrap-based Poly-$k$ Test . . . . . 1--14
John F. Monahan Some Algorithms for the Conditional Mean
Vector and Covariance Matrix . . . . . . 1--9
Achim Zeileis Object-oriented Computation of Sandwich
Estimators . . . . . . . . . . . . . . . 1--16
Martin Schrepp ITA 2.0: a Program for Classical and
Inductive Item Tree Analysis . . . . . . 1--14
Ivo D. Dinov SOCR: Statistics Online Computational
Resource . . . . . . . . . . . . . . . . 1--16
Paul Murrell Book Review: \booktitleGraphics of Large
Datasets: Visualizing a Million . . . . 1--3
Robert Gentleman Book Review: \booktitleDeveloping
Statistical Software in FORTRAN 95 . . . 1--2
Andreas Karlsson Software Review: \em Scientific
Workplace 5.5 and LyX 1.4.2 . . . . . . 1--11
Ulrike Grömping Relative Importance for Linear
Regression in R: The Package
\pkgrelaimpo . . . . . . . . . . . . . . 1--27
Mark Culp and
Kjell Johnson and
George Michailidis \pkgada: An R Package for Stochastic
Boosting . . . . . . . . . . . . . . . . 1--27
David Meyer and
Achim Zeileis and
Kurt Hornik The Strucplot Framework: Visualizing
Multi-way Contingency Tables with
\pkgvcd . . . . . . . . . . . . . . . . 1--48
Angelo M. Mineo and
Alfredo Pontillo Using R via PHP for Teaching Purposes:
R-php . . . . . . . . . . . . . . . . . 1--20
Dimitris Rizopoulos \pkgltm: An R Package for Latent
Variable Modeling and Item Response
Analysis . . . . . . . . . . . . . . . . 1--25
Michael Friendly Data Ellipses, HE Plots and Reduced-Rank
Displays for Multivariate Linear Models:
SAS Software and Examples . . . . . . . 1--43
Brian Caffo Exact Hypothesis Tests for Log-linear
Models with exactLoglinTest . . . . . . 1--17
Yuanhui Xiao and
Alexander Gordon and
Andrei Yakovlev A C++ Program for the Cramér--Von Mises
Two-Sample Test . . . . . . . . . . . . 1--15
Nicholas Cox Book Review: \booktitleThe Grammar of
Graphics . . . . . . . . . . . . . . . . 1--7
Juana Sanchez Book Review: \booktitle``Linear Models
with R'' and \em ``Extending the Linear
Model with R'' . . . . . . . . . . . . . 1--3
John Maindonald Book Review: \booktitlePattern
Recognition and Machine Learning . . . . 1--3
Sylvain Sardy and
Valerie Chavez-Demoulin Book Review: \booktitleModeling
Financial Time Series with S-PLUS (2nd
Edition) . . . . . . . . . . . . . . . . 1--2
Robin K. S. Hankin Code Snippet: Urn Sampling Without
Replacement: Enumerative Combinatorics
in R . . . . . . . . . . . . . . . . . . 1--6
Adrian Bowman and
Ewan Crawford and
Gavin Alexander and
Richard W. Bowman \pkgrpanel: Simple Interactive Controls
for R Functions Using the \pkgtcltk
Package . . . . . . . . . . . . . . . . 1--18
Carlos Javier Pérez and
Hansgeorg Schwibbe and
Petra Weidner RAGE: a Java-implemented Visual Random
Generator . . . . . . . . . . . . . . . 1--10
Katharine M. Mullen and
Ivo H. M. van Stokkum An Introduction to the \em ``Special
Volume Spectroscopy and Chemometrics in
R'' . . . . . . . . . . . . . . . . . . 1--5
Björn-Helge Mevik and
Ron Wehrens The \pkgpls Package: Principal Component
and Partial Least Squares Regression in
R . . . . . . . . . . . . . . . . . . . 1--24
Katharine M. Mullen and
Ivo H. M. van Stokkum TIMP: An R Package for Modeling
Multi-way Spectroscopic Measurements . . 1--46
Marc Kirchner and
Benjamin Saussen and
Hanno Steen and
Judith A. J. Steen and
Fred A. Hamprecht \pkgamsrpm: Robust Point Matching for
Retention Time Alignment of LC/MS Data
with R . . . . . . . . . . . . . . . . . 1--12
Rajarshi Guha Chemical Informatics Functionality in R 1--16
Chris Fraley and
Adrian Raftery Model-based Methods of Classification:
Using the mclust Software in
Chemometrics . . . . . . . . . . . . . . 1--13
Thomas W. Binsl and
Katharine M. Mullen and
Ivo H. M. van Stokkum and
Jaap Heringa and
Johannes H. G. M. van Beek FluxSimulator: An R Package to Simulate
Isotopomer Distributions in Metabolic
Networks . . . . . . . . . . . . . . . . 1--17
Sergey Laptenok and
Katharine M. Mullen and
Jan Willem Borst and
Ivo H. M. van Stokkum and
Vladimir V. Apanasovich and
Antonie J. W. G. Visser Fluorescence Lifetime Imaging Microscopy
(FLIM) Data Analysis with TIMP . . . . . 1--20
Christian Ritter and
Jean Gilliard ImpuR: a Collection of Diagnostic Tools
Developed in R in the Context of Peak
Impurity Detection in HPLC-DAD but
Potentially Useful with Other Types of
Time-Intensity Matrices . . . . . . . . 1--18
Teodor Krastev \pkgspectrino Software: Spectra
Visualization and Preparation for R . . 1--16
G. Jogesh Babu and
Ashish Mahabal Using R-based VOStat as a Low-Resolution
Spectrum Analysis Tool . . . . . . . . . 1--12
Jan de Leeuw Book Review: \booktitleComputational
Statistics . . . . . . . . . . . . . . . 1--3
Susumu Tanimura and
Chusi Kuroiwa and
Tsutomu Mizota Code Snippet: Auxiliary Cartographic
Functions in R: North Arrow, Scale Bar,
and Label with Leader Arrow . . . . . . 1--8
Jörg Polzehl and
Karsten Tabelow Adaptive Smoothing of Digital Images:
The R Package \pkgadimpro . . . . . . . 1--17
Christopher J. Paciorek Bayesian Smoothing with Gaussian
Processes Using Fourier Basis Functions
in the \pkgspectralGP Package . . . . . 1--38
Todd C. Headrick and
Yanyan Sheng and
Flaviu-Adrian Hodis Numerical Computing and Graphics for the
Power Method Transformation Using
Mathematica . . . . . . . . . . . . . . 1--17
Andrew O. Finley and
Sudipto Banerjee and
Bradley P. Carlin \pkgspBayes: An R Package for Univariate
and Multivariate Hierarchical
Point-referenced Spatial Models . . . . 1--24
Sophie Baillargeon and
Louis-Paul Rivest \pkgRcapture: Loglinear Models for
Capture-Recapture in R . . . . . . . . . 1--31
J. Randall Brown and
Milton E. Harvey Rational Arithmetic Mathematica
Functions to Evaluate the One-sided
One-sample K-S Cumulative Sample
Distribution . . . . . . . . . . . . . . 1--32
Gretchen Carrigan and
Adrian G. Barnett and
Annette J. Dobson and
Gita Mishra Compensating for Missing Data from
Longitudinal Studies Using WinBUGS . . . 1--17
Russell V. Lenth and
Sòren Hòjsgaard SASweave: Literate Programming Using SAS 1--20
Robert B. Gramacy \pkgtgp: An R Package for Bayesian
Nonstationary, Semiparametric Nonlinear
Regression and Design by Treed Gaussian
Process Models . . . . . . . . . . . . . 1--46
Jan de Leeuw and
Patrick Mair An Introduction to the Special Volume on
\em ``Psychometrics in R'' . . . . . . . 1--5
Harold Doran and
Douglas Bates and
Paul Bliese and
Maritza Dowling Estimating the Multilevel Rasch Model:
With the \pkglme4 Package . . . . . . . 1--18
Oleg Nenadi\'c and
Michael Greenacre Correspondence Analysis in R, with Two-
and Three-dimensional Graphics: The
\pkgca Package . . . . . . . . . . . . . 1--13
Norman D. Verhelst and
Reinhold Hatzinger and
Patrick Mair The Rasch Sampler . . . . . . . . . . . 1--14
Jean-Paul Fox Multilevel IRT Modeling in Practice with
the Package \pkgmlirt . . . . . . . . . 1--16
Carolyn J. Anderson and
Zhushan Li and
Jeroen K. Vermunt Estimation of Models in a Rasch Family
for Polytomous Items and Multiple Latent
Variables . . . . . . . . . . . . . . . 1--36
Jean-Paul Fox and
Rinke Klein Entink and
Wim van der Linden Modeling of Responses and Response Times
with the Package \pkgcirt . . . . . . . 1--14
Ken Kelley Confidence Intervals for Standardized
Effect Sizes: Theory, Application, and
Implementation . . . . . . . . . . . . . 1--24
Patrick Mair and
Reinhold Hatzinger Extended Rasch Modeling: The \pkgeRm
Package for the Application of IRT
Models in R . . . . . . . . . . . . . . 1--20
Matthew S. Johnson Marginal Maximum Likelihood Estimation
of Item Response Models in R . . . . . . 1--24
L. Andries van der Ark Mokken Scale Analysis in R . . . . . . . 1--19
Joseph Hilbe Book Review: \booktitleBayesian Core: A
Practical Approach to Bayesian
Computational Statistics . . . . . . . . 1--5
Chiara Sabatti Book Review: \booktitleThe Statistics of
Gene Mapping . . . . . . . . . . . . . . 1--2
Daniela Gumprecht Book Review: \booktitleModel-based
Geostatistics . . . . . . . . . . . . . 1--2
James Myers and
Shih-Feng Huang and
Jhishen Tsay Code Snippet: Exact Conditional
Inference for Two-way Randomized
Bernoulli Experiments . . . . . . . . . 1--7
Micah Atman and
Jeff Gill and
Michael P. McDonald \pkgaccuracy: Tools for Accurate and
Reliable Statistical Computing . . . . . 1--30
Marc Raimondo and
Michael Stewart The WaveD Transform in R: Performs Fast
Translation-Invariant Wavelet
Deconvolution . . . . . . . . . . . . . 1--28
David Zamar and
Brad McNeney and
Jinko Graham \pkgelrm: Software Implementing
Exact-Like Inference for Logistic
Regression Models . . . . . . . . . . . 1--18
Jun Yan Enjoy the Joy of Copulas: With a Package
\pkgcopula . . . . . . . . . . . . . . . 1--21
Ron Wehrens and
Lutgarde M. C. Buydens Self- and Super-organizing Maps in R:
The \pkgkohonen Package . . . . . . . . 1--19
Paul N. Somerville Calculation of Critical Values for
Somerville's FDR Procedures . . . . . . 1--14
Tarn Duong \pkgks: Kernel Density Estimation and
Kernel Discriminant Analysis for
Multivariate Data in R . . . . . . . . . 1--16
Volker J. Schmid and
Leonhard Held Bayesian Age-Period-Cohort Modeling and
Prediction --- BAMP . . . . . . . . . . 1--15
Steve Su Fitting Single and Mixture of
Generalized Lambda Distributions to Data
via Discretized and Maximum Likelihood
Methods: GLDEX in R . . . . . . . . . . 1--17
Paul Nguyen \pkgnonbinROC: Software for Evaluating
Diagnostic Accuracies with Non-Binary
Gold Standards . . . . . . . . . . . . . 1--10
Brian J. Smith \pkgboa: An R Package for MCMC Output
Convergence Assessment and Posterior
Inference . . . . . . . . . . . . . . . 1--37
Hadley Wickham Reshaping Data with the \pkgreshape
Package . . . . . . . . . . . . . . . . 1--20
Thomas Kneib and
Thomas Petzoldt Introduction to the Special Volume on
\em ``Ecology and Ecological Modeling in
R'' . . . . . . . . . . . . . . . . . . 1--7
Gavin L. Simpson Analogue Methods in Palaeoecology: Using
the \pkganalogue Package . . . . . . . . 1--29
Lester L. Yuan Maximum Likelihood Method for Predicting
Environmental Conditions from Assemblage
Composition: The R Package \pkgbio.infer 1--20
Stéphane Dray and
Anne-Béatrice Dufour The \pkgade4 Package: Implementing the
Duality Diagram for Ecologists . . . . . 1--20
Jean Thioulouse and
Stéphane Dray Interactive Multivariate Data Analysis
in R with the \pkgade4 and \pkgade4TkGUI
Packages . . . . . . . . . . . . . . . . 1--14
Clément Calenge Exploring Habitat Selection by Wildlife
with \pkgadehabitat . . . . . . . . . . 1--19
Sarah C. Goslee and
Dean L. Urban The \pkgecodist Package for
Dissimilarity-based Analysis of
Ecological Data . . . . . . . . . . . . 1--19
Stefanie Jachner and
K. Gerald van den Boogaart and
Thomas Petzoldt Statistical Methods for the Qualitative
Assessment of Dynamic Models with Time
Delay (R Package \pkgqualV) . . . . . . 1--30
Thomas Petzoldt and
Karsten Rinke \pkgsimecol: An Object-Oriented
Framework for Ecological Modeling in R 1--31
James Holland Jones \pkgdemogR: a Package for the
Construction and Analysis of
Age-structured Demographic Models in R 1--28
Chris Stubben and
Brook Milligan Estimating and Analyzing Demographic
Models Using the \pkgpopbio Package in R 1--23
Robin K. S. Hankin Introducing \pkguntb, an R Package For
Simulating Ecological Drift Under the
Unified Neutral Theory of Biodiversity 1--15
Paul Hughett Code Snippet: Accurate Computation of
the F-to-z and t-to-z Transforms for
Large Arguments . . . . . . . . . . . . 1--5
Robin K. S. Hankin and
Luke J. West Code Snippet: Set Partitions in R . . . 1--12
Robert Alan Yaffee Software Review: \em Stata 10 (Time
Series and Forecasting) . . . . . . . . 1--18
Alexandre Brouste and
Jacques Istas and
Sophie Lambert-Lacroix On Fractional Gaussian Random Fields
Simulations . . . . . . . . . . . . . . 1--23
Michael Hahsler and
Kurt Hornik TSP --- Infrastructure for the Traveling
Salesperson Problem . . . . . . . . . . 1--21
Chandra Erdman and
John W. Emerson \pkgbcp: An R Package for Performing a
Bayesian Analysis of Change Point
Problems . . . . . . . . . . . . . . . . 1--13
Arne Henningsen and
Jeff D. Hamann \pkgsystemfit: a Package for Estimating
Systems of Simultaneous Equations in R 1--40
A. Ian McLeod and
Hao Yu and
Zinovi L. Krougly Algorithms for Linear Time Series
Analysis: With R Package . . . . . . . . 1--26
Sòren Hòjsgaard and
Steffen L. Lauritzen Inference in Graphical Gaussian Models
with Edge and Vertex Symmetries with the
\pkggRc Package for R . . . . . . . . . 1--26
D. Mikis Stasinopoulos and
Robert A. Rigby Generalized Additive Models for Location
Scale and Shape (GAMLSS) in R . . . . . 1--46
Jing Hua Zhao \pkggap: Genetic Analysis Package . . . 1--18
Michael K. Smith and
Helen Richardson WinBUGSio: a SAS Macro for the Remote
Execution of WinBUGS . . . . . . . . . . 1--10
Nicholas L. Crookston and
Andrew O. Finley \pkgyaImpute: An R Package for kNN
Imputation . . . . . . . . . . . . . . . 1--16
Elizabeth A. Freeman and
Gretchen Moisen \pkgPresenceAbsence: An R Package for
Presence Absence Analysis . . . . . . . 1--31
Ignacio González and
Sébastien Déjean and
Pascal G. P. Martin and
Alain Baccini \pkgCCA: An R Package to Extend
Canonical Correlation Analysis . . . . . 1--14
Mark S. Handcock and
David R. Hunter and
Carter T. Butts and
Steven M. Goodreau and
Martina Morris \pkgstatnet: Software Tools for the
Representation, Visualization, Analysis
and Simulation of Network Data . . . . . 1--11
Carter T. Butts \pkgnetwork: a Package for Managing
Relational Data in R . . . . . . . . . . 1--36
David R. Hunter and
Mark S. Handcock and
Carter T. Butts and
Steven M. Goodreau and
Martina Morris \pkgergm: a Package to Fit, Simulate and
Diagnose Exponential-Family Models for
Networks . . . . . . . . . . . . . . . . 1--29
Martina Morris and
Mark S. Handcock and
David R. Hunter Specification of Exponential-Family
Random Graph Models: Terms and
Computational Aspects . . . . . . . . . 1--24
Pavel N. Krivitsky and
Mark S. Handcock Fitting Latent Cluster Models for
Networks with \pkglatentnet . . . . . . 1--23
Carter T. Butts Social Network Analysis with \pkgsna . . 1--51
Skye Bender-deMoll and
Martina Morris and
James Moody Prototype Packages for Managing and
Animating Longitudinal Network Data:
\pkgdynamicnetwork and \pkgrSoNIA . . . 1--36
Ryan Admiraal and
Mark S. Handcock \pkgnetworksis: a Package to Simulate
Bipartite Graphs with Fixed Marginals
Through Sequential Importance Sampling 1--21
Steven M. Goodreau and
Mark S. Handcock and
David R. Hunter and
Carter T. Butts and
Martina Morris A \pkgstatnet Tutorial . . . . . . . . . 1--26
Patrick Mair Book Review: \booktitleData Mining the
Web: Uncovering Patterns in Web Content,
Structure, and Usage . . . . . . . . . . 1--3
Gabor Grothendieck Book Review: \booktitle\pkglattice:
Multivariate Data Visualization with R,
Deepayan Sarkar, Springer-Verlag, New
York, NY, 2008. ISBN 978-0-387-75968-5.
268 pp. USD 54.95 (P).
\urlhttp://dsarkar.fhcrc.org/lattice/ 1--3
Jan de Leeuw Book Review: \booktitleMatrix Algebra, A
Matrix Handbook for Statisticians . . . 1--3
Roger Peng Code Snippet: a Method for Visualizing
Multivariate Time Series Data . . . . . 1--17
Andreas Rosenblad Software Review: \em gret1 1.7.3 . . . . 1--14
Sébastien Lê and
Julie Josse and
François Husson \pkgFactoMineR: An R Package for
Multivariate Analysis . . . . . . . . . 1--18
Kenneth Knoblauch and
Laurence T. Maloney MLDS: Maximum Likelihood Difference
Scaling in R . . . . . . . . . . . . . . 1--26
Michael Hahsler and
Kurt Hornik and
Christian Buchta Getting Things in Order: An Introduction
to the R Package \pkgseriation . . . . . 1--34
Guy Brock and
Vasyl Pihur and
Susmita Datta and
Somnath Datta \pkgclValid: An R Package for Cluster
Validation . . . . . . . . . . . . . . . 1--22
Ingo Feinerer and
Kurt Hornik and
David Meyer Text Mining Infrastructure in R . . . . 1--54
Kjell Johnson and
Abhyuday Mandal and
Tan Ding Software for Implementing the Sequential
Elimination of Level Combinations
Algorithm . . . . . . . . . . . . . . . 1--13
Christophe Dutang and
Vincent Goulet and
Mathieu Pigeon \pkgactuar: An R Package for Actuarial
Science . . . . . . . . . . . . . . . . 1--37
Yanyan Sheng Markov Chain Monte Carlo Estimation of
Normal Ogive IRT Models in MATLAB . . . 1--15
Michael Lawrence and
Dianne Cook and
Eun-Kyung Lee and
Heather Babka and
Eve Syrkin Wurtele \pkgexplorase: Multivariate Exploratory
Analysis and Visualization for Systems
Biology . . . . . . . . . . . . . . . . 1--23
Brian J. Smith and
Jun Yan and
Mary Kathryn Cowles Unified Geostatistical Modeling for Data
Fusion and Spatial Heteroskedasticity
with R Package \pkgramps . . . . . . . . 1--21
Stefano M. Iacus and
Giuseppe Porro Invariant and Metric Free Proximities
for Data Matching: An R Package . . . . 1--22
Mario Pineda-Krch \pkgGillespieSSA: Implementing the
Gillespie Stochastic Simulation
Algorithm in R . . . . . . . . . . . . . 1--18
John Lawson SAS Macros for Analysis of Unreplicated
$ 2^k $ and $ 2^{k - p} $ Designs with a
Possible Outlier . . . . . . . . . . . . 1--17
Sarah J. Ratcliffe and
Justine Shults GEEQBOX: a MATLAB Toolbox for
Generalized Estimating Equations and
Quasi-Least Squares . . . . . . . . . . 1--14
Hadley Wickham Book Review: \booktitleData Manipulation
with R . . . . . . . . . . . . . . . . . 1--2
Garrick Wallstrom and
Jeffrey Liebner and
Robert E. Kass An Implementation of Bayesian Adaptive
Regression Splines (BARS) in C with S
and R Wrappers . . . . . . . . . . . . . 1--21
J. Randall Brown and
Milton E. Harvey Rational Arithmetic Mathematica
Functions to Evaluate the Two-Sided One
Sample K-S Cumulative Sampling
Distribution . . . . . . . . . . . . . . 1--40
J. Randall Brown and
Milton E. Harvey Arbitrary Precision Mathematica
Functions to Evaluate the One-Sided One
Sample K-S Cumulative Sampling
Distribution . . . . . . . . . . . . . . 1--55
Víctor Leiva and
Hugo Hernández and
Antonio Sanhueza An R Package for a General Class of
Inverse Gaussian Distributions . . . . . 1--21
Matthew W. Wheeler and
A. John Bailer Model Averaging Software for Dichotomous
Dose Response Risk Estimation . . . . . 1--15
Andreas Kiermeier Visualizing and Assessing Acceptance
Sampling Plans: The R Package
\pkgAcceptanceSampling . . . . . . . . . ??
Roger D. Peng Caching and Distributing Statistical
Analyses in R . . . . . . . . . . . . . ??
Achim Zeileis and
Roger Koenker Econometrics in R: Past, Present, and
Future . . . . . . . . . . . . . . . . . ??
Yves Croissant and
Giovanni Millo Panel Data Econometrics in R: The
\pkgplm Package . . . . . . . . . . . . ??
Rob J. Hyndman and
Yeasmin Khandakar Automatic Time Series Forecasting: The
\pkgforecast Package for R . . . . . . . ??
Bernhard Pfaff VAR, SVAR and SVEC Models:
Implementation Within R Package \pkgvars ??
Tristen Hayfield and
Jeffrey S. Racine Nonparametric Econometrics: The \pkgnp
Package . . . . . . . . . . . . . . . . ??
Roger Koenker Censored Quantile Regression Redux . . . ??
Ott Toomet and
Arne Henningsen Sample Selection Models in R: Package
\pkgsampleSelection . . . . . . . . . . ??
Achim Zeileis and
Christian Kleiber and
Simon Jackman Regression Models for Count Data in R ??
Wolfgang M. Hartmann Book Review: \booktitleSAS for Data
Analysis: Intermediate Statistical
Methods . . . . . . . . . . . . . . . . ??
Markus Schmidberger Book Review: \booktitleIntroduction to
Machine Learning and Bioinformatics . . ??
Hadley Wickham Book Review: \booktitleA First Course in
Statistical Programming with R . . . . . ??
Peter Kampstra Code Snippet: \pkgBeanplot: a Boxplot
Alternative for Visual Comparison of
Distributions . . . . . . . . . . . . . ??
Dai Feng and
Luke Tierney Computing and Displaying Isosurfaces in
R . . . . . . . . . . . . . . . . . . . ??
A. Ian McLeod and
Ying Zhang Improved Subset Autoregression: With R
Package . . . . . . . . . . . . . . . . ??
Wallace Hui and
Yulia R. Gel and
Joseph L. Gastwirth \pkglawstat: An R Package for Law,
Public Policy and Biostatistics . . . . ??
Bettina Grün and
Friedrich Leisch FlexMix Version 2: Finite Mixtures with
Concomitant Variables and Varying and
Constant Parameters . . . . . . . . . . ??
Max Kuhn Building Predictive Models in R Using
the \pkgcaret Package . . . . . . . . . ??
Klaus Nordhausen and
Hannu Oja and
David E. Tyler Tools for Exploring Multivariate Data:
The Package \pkgICS . . . . . . . . . . ??
John A. Kairalla and
Christopher S. Coffey and
Keith E. Muller GLUMIP 2.0: SAS/IML Software for
Planning Internal Pilots . . . . . . . . ??
Torsten Hothorn and
Kurt Hornik and
Mark A. van de Wiel and
Achim Zeileis Implementing a Class of Permutation
Tests: The \pkgcoin Package . . . . . . ??
Kim-Anh Lê Cao and
Patrick Chabrier \pkgofw: An R Package to Select
Continuous Variables for Multiclass
Classification with a Stochastic Wrapper
Method . . . . . . . . . . . . . . . . . ??
Yanyan Sheng A MATLAB Package for Markov Chain Monte
Carlo with a Multi-Unidimensional IRT
Model . . . . . . . . . . . . . . . . . ??
Luke J. West and
Robin K. S. Hankin Exact Tests for Two-Way Contingency
Tables with Structural Zeros . . . . . . ??
Antony Unwin Book Review: \booktitleBioconductor Case
Studies . . . . . . . . . . . . . . . . ??
Pedro M. Valero-Mora Book Review: \booktitleIntroductory
Statistics with R (Second Edition) . . . ??
John Maindonald Book Review: \booktitleModern
Multivariate Statistical Techniques:
Regression, Classification and Manifold
Learning . . . . . . . . . . . . . . . . ??
John Maindonald Book Review: \booktitleStatistical
Learning from a Regression Perspective ??
Patrick Mair Book Review: \booktitleAnalysis of
Multivariate Social Science Data (2nd
Edition) . . . . . . . . . . . . . . . . ??
Dirk Eddelbuettel Book Review: \booktitleApplied
Econometrics with R . . . . . . . . . . ??
Juana Sanchez Book Review: \booktitleProbability with
R --- an Introduction with Computer
Science Applications . . . . . . . . . . ??
Sophie Achard Book Review: \booktitleThe Statistical
Analysis of Functional MRI Data . . . . ??
Byron Ellis Book Review: \booktitleSoftware for Data
Analysis . . . . . . . . . . . . . . . . ??
Russell V. Lenth Book Review: \booktitleDesign and
Analysis of Experiments: Classical and
Regression Approaches with SAS . . . . . ??
Jan de Leeuw Book Review: \booktitleNonlinear
Regression with R . . . . . . . . . . . ??
Jan de Leeuw Book Review: \booktitleStatistical
Methods for Environmental Epidemiology
with R . . . . . . . . . . . . . . . . . ??
Jan de Leeuw Book Review: \booktitleR Programming for
Bioinformatics . . . . . . . . . . . . . ??
Ryan Rosario Book Review: \booktitlePractical Text
Mining with Perl . . . . . . . . . . . . ??
Bing-Shun Wang and
Xiao-Jin Wang and
Li-Kun Gong Code Snippet: The Construction of a
Williams Design and Randomization in
Cross-Over Clinical Trials Using SAS . . ??
HyungJun Cho and
Ami Yu and
Sukwoo Kim and
Jaewoo Kang and
Seung-Mo Hong Robust Likelihood-Based Survival
Modeling with Microarray Data . . . . . ??
Madeleine Cule and
Robert B. Gramacy and
Richard Samworth \pkgLogConcDEAD: An R Package for
Maximum Likelihood Estimation of a
Multivariate Log-Concave Density . . . . ??
David Ardia and
Lennart F. Hoogerheide and
Herman K. van Dijk Adaptive Mixture of Student-$t$
Distributions as a Flexible Candidate
Distribution for Efficient Simulation:
The R Package \pkgAdMit . . . . . . . . ??
David B. Dahl and
Scott Crawford \pkgRinRuby: Accessing the R Interpreter
from Pure Ruby . . . . . . . . . . . . . ??
Hrishikesh D. Vinod and
Javier López-de-Lacalle Maximum Entropy Bootstrap for Time
Series: The \pkgmeboot R Package . . . . ??
James E. Helmreich and
Robert M. Pruzek \pkgPSAgraphics: An R Package to Support
Propensity Score Analysis . . . . . . . ??
Björn Bornkamp and
José Pinheiro and
Frank Bretz \pkgMCPMod: An R Package for the Design
and Analysis of Dose-Finding Studies . . ??
Péter Sólymos Processing Ecological Data in R with the
\pkgmefa Package . . . . . . . . . . . . ??
Juned Siddique and
Ofer Harel \pkgMIDAS: a SAS Macro for Multiple
Imputation Using Distance-Aided
Selection of Donors . . . . . . . . . . ??
Bettina Grün and
Achim Zeileis Automatic Generation of Exams in R . . . ??
Laurence T. Maloney Book Review: \booktitleIntroduction to
Probability with R . . . . . . . . . . . ??
Brigid Wilson Book Review: \booktitleA Handbook of
Statistical Analyses Using SAS (Third
Edition) . . . . . . . . . . . . . . . . ??
Joseph Hilbe Book Review: \booktitleData Analysis
Using Regression and
Multilevel/Hierarchical Models . . . . . ??
Joseph Hilbe Book Review: \booktitleSurvival Analysis
for Epidemiologic and Medical Research ??
Dirk Eddelbuettel Book Review: \booktitleAnalysis of
Integrated and Cointegrated Time Series
with R (2nd Edition) . . . . . . . . . . ??
Anatol Sargin Book Review: \booktitleStatistics and
Data with R: An Applied Approach Through
Examples . . . . . . . . . . . . . . . . ??
Pedro M. Valero-Mora Book Review: \booktitleInteractive and
Dynamic Graphics for Data Analysis: With
R and GGobi . . . . . . . . . . . . . . ??
Karel Van den Meersche and
Karline Soetaert and
Dick Van Oevelen Code Snippet: \funxsample(): An R
Function for Sampling Linear Inverse
Problems . . . . . . . . . . . . . . . . ??
Paul Murrell and
Stephen Gardiner Quality Control for Statistical
Graphics: The \pkggraphicsQC Package for
R . . . . . . . . . . . . . . . . . . . ??
Thomas J. Hoffmann and
Nan M. Laird \pkgfgui: a Method for Automatically
Creating Graphical User Interfaces for
Command-Line R Packages . . . . . . . . ??
Annie Chu and
Jenny Cui and
Ivo D. Dinov SOCR Analyses: Implementation and
Demonstration of a New Graphical
Statistics Educational Toolkit . . . . . ??
Paul Murrell Importing Vector Graphics: The
\pkggrImport Package for R . . . . . . . ??
Jacqueline L. Johnson and
Keith E. Muller and
James C. Slaughter and
Matthew J. Gurka and
Matthew J. Gribbin and
Sean L. Simpson \pkgPOWERLIB: SAS/IML Software for
Computing Power in Multivariate Linear
Models . . . . . . . . . . . . . . . . . ??
Adam M. Johansen \pkgSMCTC: Sequential Monte Carlo in C++ ??
Evangelos Kontopantelis and
David Reeves \pkgMetaEasy: a Meta-Analysis Add-In for
Microsoft Excel . . . . . . . . . . . . ??
Manuel J. A. Eugster and
Friedrich Leisch From Spider-Man to Hero --- Archetypal
Analysis in R . . . . . . . . . . . . . ??
Stefano M. Iacus and
Gary King and
Giuseppe Porro \pkgcem: Software for Coarsened Exact
Matching . . . . . . . . . . . . . . . . ??
Susan Holmes and
Adam Kapelner and
Peter P. Lee An Interactive Java Statistical Image
Segmentation System: \pkgGemIdent . . . ??
Ming-Hung Kao Multi-Objective Optimal Experimental
Designs for ER-fMRI Using MATLAB . . . . ??
Anthony la Grange and
Niël le Roux and
Sugnet Gardner-Lubbe \pkgBiplotGUI: Interactive Biplots in R ??
Samuel E. Buttrey An Excel Add-In for Statistical Process
Control Charts . . . . . . . . . . . . . ??
Adrian Bowman Book Review: \booktitleMorphometrics
with R . . . . . . . . . . . . . . . . . ??
Chiara Sabatti and
Christophe Lalanne Book Review: \booktitleApplied
Statistical Genetics with R for
Population-Based Association Studies . . ??
Irina Kukuyeva Book Review: \booktitlePrinciples of
Modeling and Simulation: A
Multidisciplinary Approach . . . . . . . ??
Kaspar Rufibach Code Snippet: reporttools: R Functions
to Generate LaTeX Tables of Descriptive
Statistics . . . . . . . . . . . . . . . ??
Wei Pan Code Snippet: a SAS/IML Macro for
Computing Percentage Points of Pearson
Distributions . . . . . . . . . . . . . ??
Arthur Dryver Code Snippet: The Enhancement of
Teaching Materials for Applied
Statistics Courses by Combining Random
Number Generation and Portable Document
Format Files via \LaTeX . . . . . . . . 1--9
Markus Schmidberger and
Martin Morgan and
Dirk Eddelbuettel and
Hao Yu and
Luke Tierney and
Ulrich Mansmann State of the Art in Parallel Computing
with R . . . . . . . . . . . . . . . . . ??
David Meyer and
Kurt Hornik Generalized and Customizable Sets in R ??
Jan de Leeuw and
Patrick Mair Multidimensional Scaling Using
Majorization: SMACOF in R . . . . . . . ??
Jan de Leeuw and
Patrick Mair Gifi Methods for Optimal Scaling in R:
The Package \pkghomals . . . . . . . . . ??
Jan de Leeuw and
Patrick Mair Simple and Canonical Correspondence
Analysis Using the R Package \pkganacor ??
Ali Ünlü and
Thomas Kiefer and
Ehtibar N. Dzhafarov Fechnerian Scaling in R: The Package
\pkgfechner . . . . . . . . . . . . . . ??
Toni Giorgino Computing and Visualizing Dynamic Time
Warping Alignments in R: The \pkgdtw
Package . . . . . . . . . . . . . . . . ??
Urbano Lorenzo-Seva and
Michel van de Velden and
Henk A. L. Kiers \pkgCAR: a MATLAB Package to Compute
Correspondence Analysis with Rotations ??
Jörg Polzehl and
Karsten Tabelow Structural Adaptive Smoothing in
Diffusion Tensor Imaging: The R Package
\pkgdti . . . . . . . . . . . . . . . . ??
Philipp Berens \pkgCircStat: a MATLAB Toolbox for
Circular Statistics . . . . . . . . . . ??
Aaron Christ Book Review: \booktitleMixed Effects
Models and Extensions in Ecology with R ??
Dirk Eddelbuettel Book Review: \booktitleComputational
Statistics: An Introduction to R . . . . ??
John Lawson and
G. Bruce Schaalje and
Bruce Jay Collings Code Snippet: Blocking Mixed-Level
Factorials with SAS . . . . . . . . . . ??
John Fox and
Jangman Hong Effect Displays in R for Multinomial and
Proportional-Odds Logit Models:
Extensions to the \pkgeffects Package ??
Claudio Lupi Unit Root CADF Testing with R . . . . . ??
Valentin Todorov and
Peter Filzmoser An Object-Oriented Framework for Robust
Multivariate Analysis . . . . . . . . . ??
Ravi Varadhan and
Paul Gilbert \pkgBB: An R Package for Solving a Large
System of Nonlinear Equations and for
Optimizing a High-Dimensional Nonlinear
Objective Function . . . . . . . . . . . ??
Jan de Leeuw and
Kurt Hornik and
Patrick Mair Isotone Optimization in R:
Pool-Adjacent-Violators Algorithm (PAVA)
and Active Set Methods . . . . . . . . . ??
Tatiana Benaglia and
Didier Chauveau and
David R. Hunter and
Derek S. Young \pkgmixtools: An R Package for Analyzing
Mixture Models . . . . . . . . . . . . . ??
Russell V. Lenth Response-Surface Methods in R, Using
\pkgrsm . . . . . . . . . . . . . . . . ??
Raoul P. P. P. Grasman and
Han L. J. van der Maas and
Eric-Jan Wagenmakers Fitting the Cusp Catastrophe in R: a
\pkgcusp Package Primer . . . . . . . . ??
Karline Soetaert Book Review: \booktitleA Primer of
Ecology with R . . . . . . . . . . . . . ??
Juana Sanchez Book Review: \booktitleIntroductory Time
Series with R . . . . . . . . . . . . . ??
Qing Zhou Book Review: \booktitleA Guide to QTL
Mapping with R/qtl . . . . . . . . . . . ??
Anthony Recchia Code Snippet: R-Squared Measures for
Two-Level Hierarchical Linear Models
Using SAS . . . . . . . . . . . . . . . ??
Patrick Mair and
Jan de Leeuw A General Framework for Multivariate
Analysis with Optimal Scaling: The R
Package \pkgaspect . . . . . . . . . . . ??
Thomas W. Yee The VGAM Package for Categorical Data
Analysis . . . . . . . . . . . . . . . . ??
Ciprian M. Crainiceanu and
A. Jeffrey Goldsmith Bayesian Functional Data Analysis Using
WinBUGS . . . . . . . . . . . . . . . . ??
Vito M. R. Muggeo Analyzing Temperature Effects on
Mortality Within the R Environment: The
Constrained Segmented Distributed Lag
Parameterization . . . . . . . . . . . . ??
A. Talha Yalta Book Review: \booktitleHands-On
Intermediate Econometrics Using R . . . ??
Joakim Ekström Book Review: \booktitleComputation of
Multivariate Normal and t Probabilities ??
Robert Gould Book Review: \booktitleA Modern Approach
to Regression with R . . . . . . . . . . ??
Kem Phillips Code Snippet: R Functions to
Symbolically Compute the Central Moments
of the Multivariate Normal Distribution ??
Anthony Recchia Code Snippet: Contiguity-Constrained
Hierarchical Agglomerative Clustering
Using SAS . . . . . . . . . . . . . . . ??
Jerome Friedman and
Trevor Hastie and
Rob Tibshirani Regularization Paths for Generalized
Linear Models via Coordinate Descent . . ??
Jarrod D. Hadfield MCMC Methods for Multi-Response
Generalized Linear Mixed Models: The
\pkgMCMCglmm R Package . . . . . . . . . ??
Karline Soetaert and
Thomas Petzoldt Inverse Modelling, Sensitivity and Monte
Carlo Analysis in R Using Package
\pkgFME . . . . . . . . . . . . . . . . ??
Fang Chang and
Weiliang Qiu and
Ruben H. Zamar and
Ross Lazarus and
Xiaogang Wang \pkgclues: An R Package for
Nonparametric Clustering Based on Local
Shrinking . . . . . . . . . . . . . . . ??
Dimitris Kugiumtzis and
Alkiviadis Tsimpiris Measures of Analysis of Time Series
(MATS): a MATLAB Toolkit for Computation
of Multiple Measures on Time Series Data
Bases . . . . . . . . . . . . . . . . . ??
Robert B. Gramacy and
Matthew Alan Taddy Categorical Inputs, Sensitivity
Analysis, Optimization and Importance
Tempering with \pkgtgp Version 2, an R
Package for Treed Gaussian Process
Models . . . . . . . . . . . . . . . . . ??
Matthias Kahm and
Guido Hasenbrink and
Hella Lichtenberg-Fraté and
Jost Ludwig and
Maik Kschischo \pkggrofit: Fitting Biological Growth
Curves with R . . . . . . . . . . . . . ??
Yong Zang and
Wing Kam Fung and
Gang Zheng Simple Algorithms to Calculate
Asymptotic Null Distributions of Robust
Tests in Case-Control Genetic
Association Studies in R . . . . . . . . ??
Karline Soetaert and
Thomas Petzoldt and
R. Woodrow Setzer Solving Differential Equations in R:
Package \pkgdeSolve . . . . . . . . . . ??
Ulrike Grömping Inference with Linear Equality and
Inequality Constraints Using R: The
Package \pkgic.infer . . . . . . . . . . ??
Robin K. S. Hankin A Generalization of the Dirichlet
Distribution . . . . . . . . . . . . . . ??
Hadley Wickham Book Review: \booktitleMaking Sense of
Data II: A Practical Guide to Data
Visualization, Advanced Data Mining
Methods, and Applications . . . . . . . ??
Carolin Strobl Book Review: \booktitleAdvances in
Social Science Research Using R . . . . ??
Adrian Bowman Book Review: \booktitleFunctional Data
Analysis with R and MATLAB . . . . . . . ??
Achim Zeileis and
Yves Croissant Extended Model Formulas in R: Multiple
Parts and Multiple Responses . . . . . . ??
Francisco Cribari-Neto and
Achim Zeileis Beta Regression in R . . . . . . . . . . ??
Yanyan Sheng Bayesian Estimation of MIRT Models with
General and Specific Latent Traits in
MATLAB . . . . . . . . . . . . . . . . . ??
Marcelo G. Almiron and
Bruno Lopes and
Alyson L. C. Oliveira and
Antonio C. Medeiros and
Alejandro C. Frery On the Numerical Accuracy of
Spreadsheets . . . . . . . . . . . . . . ??
Beatriz Pateiro-López and
Alberto Rodríguez-Casal Generalizing the Convex Hull of a
Sample: The R Package \pkgalphahull . . ??
John C. Boik and
Balasubramanian Narasimhan An R Package for Assessing Drug
Synergism/Antagonism . . . . . . . . . . ??
Kellie J. Archer \pkgrpartOrdinal: An R Package for
Deriving a Classification Tree for
Predicting an Ordinal Response . . . . . ??
Rebecca M. Kuiper and
Irene Klugkist and
Herbert Hoijtink A Fortran 90 Program for Confirmatory
Analysis of Variance . . . . . . . . . . ??
Ivan Kojadinovic and
Jun Yan Modeling Multivariate Distributions with
Continuous Margins Using the \pkgcopula
R Package . . . . . . . . . . . . . . . ??
Didier G. Leibovici Spatio-Temporal Multiway Data
Decomposition Using Principal Tensor
Analysis on $k$-Modes: The R Package
\pkgPTAk . . . . . . . . . . . . . . . . ??
Pierre Chaussé Computing Generalized Method of Moments
and Generalized Empirical Likelihood
with R . . . . . . . . . . . . . . . . . ??
Vincent Calcagno and
Claire de Mazancourt \pkgglmulti: An R Package for Easy
Automated Model Selection with
(Generalized) Linear Models . . . . . . ??
Pedro M. Valero-Mora Book Review: \booktitle\pkgggplot2:
Elegant Graphics for Data Analysis . . . ??
Navneet K. Dhand Code Snippet: UniLogistic: a SAS Macro
for Descriptive and Univariable Logistic
Regression Analyses . . . . . . . . . . ??
Xiao-Qin Xia and
Michael McClelland and
Yipeng Wang Code Snippet: \pkgPypeR, a Python
Package for Using R in Python . . . . . ??
Gianfranco Piras \pkgsphet: Spatial Models with
Heteroskedastic Innovations in R . . . . ??
Hanjoo Kim and
Justine Shults \pkg%QLS SAS Macro: a SAS Macro for
Analysis of Correlated Data Using
Quasi-Least Squares . . . . . . . . . . ??
Marco Scutari Learning Bayesian Networks with the
\pkgbnlearn R Package . . . . . . . . . ??
Anand Patil and
David Huard and
Christopher J. Fonnesbeck \pkgPyMC: Bayesian Stochastic Modelling
in Python . . . . . . . . . . . . . . . ??
Michael Hahsler and
Margaret H. Dunham \pkgrEMM: Extensible Markov Model for
Data Stream Clustering in R . . . . . . ??
Jiaqiao Hu and
Wei Zhu and
Yi Su and
Weng Kee Wong Controlled Optimal Design Program for
the Logit Dose Response Model . . . . . ??
Roberto Santana and
Concha Bielza and
Pedro Larrañaga and
Jose A. Lozano and
Carlos Echegoyen and
Alexander Mendiburu and
Rubén Armañanzas and
Siddartha Shakya \pkgMateda-2.0: a MATLAB Package for the
Implementation and Analysis of
Estimation of Distribution Algorithms ??
David Harte \pkgPtProcess: An R Package for
Modelling Marked Point Processes Indexed
by Time . . . . . . . . . . . . . . . . ??
Dimitris Rizopoulos \pkgJM: An R Package for the Joint
Modelling of Longitudinal and
Time-to-Event Data . . . . . . . . . . . ??
Matthias Kohl and
Peter Ruckdeschel R Package \pkgdistrMod: S4 Classes and
Methods for Probability Models . . . . . ??
Hai Liu and
Kung-Sik Chan Introducing COZIGAM: An R Package for
Unconstrained and Constrained
Zero-Inflated Generalized Additive Model
Analysis . . . . . . . . . . . . . . . . ??
Jonathan P. Weeks \pkgplink: An R Package for Linking
Mixed-Format Tests Using IRT-Based
Methods . . . . . . . . . . . . . . . . ??
Joseph Hilbe Book Review: \booktitleBayesian Analysis
for Population Ecology . . . . . . . . . ??
Chee Kian Leong Book Review: \booktitleR in a Nutshell ??
Hadley Wickham and
Garrett Grolemund Book Review: \booktitleGraphics for
Statistics and Data Analysis with R . . ??
Joseph Hilbe Book Review: \booktitleIntroduction to
Scientific Programming and Scientific
Simulation Using R . . . . . . . . . . . ??
Christian Derquenne Book Review: \booktitleRegression
Modeling: Methods, Theory, and
Computation with SAS . . . . . . . . . . ??
Juana Sanchez Book Review: \booktitleData Analysis and
Graphics Using R --- An Example-Based
Approach (3rd Edition) . . . . . . . . . ??
S. McKay Curtis Code Snippet: BUGS Code for Item
Response Theory . . . . . . . . . . . . ??
Robert Ferstl and
Josef Hayden Zero-Coupon Yield Curve Estimation with
the Package \pkgtermstrc . . . . . . . . ??
Michael P. Fay and
Pamela A. Shaw Exact and Asymptotic Weighted Logrank
Tests for Interval Censored Data: The
\pkginterval R Package . . . . . . . . . ??
Wolfgang Viechtbauer Conducting Meta-Analyses in R with the
\pkgmetafor Package . . . . . . . . . . ??
Alexandre Brouste and
Jacques Istas and
Sophie Lambert-Lacroix On Simulation of Manifold Indexed
Fractional Gaussian Fields . . . . . . . ??
Derek S. Young \pkgtolerance: An R Package for
Estimating Tolerance Intervals . . . . . ??
Daniel Merl and
Leah R. Johnson and
Robert B. Gramacy and
Marc Mangel \pkgamei: An R Package for the Adaptive
Management of Epidemiological
Interventions . . . . . . . . . . . . . ??
Ingmar Visser and
Maarten Speekenbrink \pkgdepmixS4: An R Package for Hidden
Markov Models . . . . . . . . . . . . . ??
Enrico Glaab and
Jonathan M. Garibaldi and
Natalio Krasnogor \pkgvrmlgen: An R Package for $3$D Data
Visualization on the Web . . . . . . . . ??
Natthakan Iam-on and
Simon Garrett \pkgLinkCluE: a MATLAB Package for
Link-Based Cluster Ensembles . . . . . . ??
Reinhard Furrer and
Stephan R. Sain \pkgspam: a Sparse Matrix R Package with
Emphasis on MCMC Methods for Gaussian
Markov Random Fields . . . . . . . . . . ??
Miron B. Kursa and
Witold R. Rudnicki Feature Selection with the \pkgBoruta
Package . . . . . . . . . . . . . . . . ??
Giovanni Petris An R Package for Dynamic Linear Models ??
Adrian W. Bowman and
Iain Gibson and
Ewan Marian Scott and
Ewan Crawford Interactive Teaching Tools for Spatial
Sampling . . . . . . . . . . . . . . . . ??
Cody Hamilton Book Review: \booktitleBayesian Adaptive
Methods for Clinical Trials . . . . . . ??
Ulrike Grömping Book Review: \booktitleDesign and
Analysis of Experiments with SAS . . . . ??
Jeroen Ooms Book Review: \booktitleSAS and R . . . . ??
Gabriel C. G. Abreu and
David Edwards and
Rodrigo Labouriau High-Dimensional Graphical Model Search
with the \pkggRapHD R Package . . . . . ??
Ali Ünlü and
Anatol Sargin \pkgDAKS: An R Package for Data Analysis
Methods in Knowledge Space Theory . . . ??
Andreas Alfons and
Matthias Templ and
Peter Filzmoser An Object-Oriented Framework for
Statistical Simulation: The R Package
\pkgsimFrame . . . . . . . . . . . . . . ??
Michael Friendly HE Plots for Repeated Measures Designs ??
Jennifer K. Marley and
Matthew P. Wand Non-Standard Semiparametric Regression
via BRugs . . . . . . . . . . . . . . . ??
Zack W. Almquist US Census Spatial and Demographic Data
in R: The \pkgUScensus2000 Suite of
Packages . . . . . . . . . . . . . . . . ??
Carla Moreira and
Jacobo de Uña-Álvarez and
Rosa M. Crujeiras \pkgDTDA: An R Package to Analyze
Randomly Truncated Data . . . . . . . . ??
Michael Lawrence and
Duncan Temple Lang RGtk2: a Graphical User Interface
Toolkit for R . . . . . . . . . . . . . ??
Hein Putter Special Issue about Competing Risks and
Multi-State Models . . . . . . . . . . . ??
Thomas H. Scheike and
Mei-Jie Zhang Analyzing Competing Risk Data Using the
R \pkgtimereg Package . . . . . . . . . ??
Luís Meira-Machado and
Javier Roca-Pardiñas \pkgp3state.msm: Analyzing Survival Data
from an Illness-Death Model . . . . . . ??
Arthur Allignol and
Martin Schumacher and
Jan Beyersmann Empirical Transition Matrix of
Multi-State Models: The \pkgetm Package ??
Martyn Plummer and
Bendix Carstensen Lexis: An R Class for Epidemiological
Studies with Long-Term Follow-Up . . . . ??
Bendix Carstensen and
Martyn Plummer Using Lexis Objects for Multi-State
Models in R . . . . . . . . . . . . . . ??
Liesbeth C. de Wreede and
Marta Fiocco and
Hein Putter \pkgmstate: An R Package for the
Analysis of Competing Risks and
Multi-State Models . . . . . . . . . . . ??
Christopher H. Jackson Multi-State Models for Panel Data: The
\pkgmsm Package for R . . . . . . . . . ??
Nicolas Christou Book Review: \booktitleStatistical
Methods in e-Commerce Research . . . . . ??
Thomas J. Hoffmann Code Snippet: Passing in Command Line
Arguments and Parallel Cluster/Multicore
Batching in R with \pkgbatch . . . . . . ??
Gleb Beliakov Code Snippet: Fast Computation of
Trimmed Means . . . . . . . . . . . . . ??
Tilman M. Davies and
Martin L. Hazelton and
Jonathan C. Marshall \pkgsparr: Analyzing Spatial Relative
Risk Using Fixed and Adaptive Kernel
Density Estimation in R . . . . . . . . ??
Fernando Tusell Kalman Filtering in R . . . . . . . . . ??
R. Dennis Cook and
Liliana M. Forzani and
Diego R. Tomassi LDR: a Package for Likelihood-Based
Sufficient Dimension Reduction . . . . . ??
Jared O'Connell and
Sòren Hòjsgaard Hidden Semi Markov Models for Multiple
Observation Sequences: The \pkgmhsmm
Package for R . . . . . . . . . . . . . ??
Noah Simon and
Jerome H. Friedman and
Trevor Hastie and
Rob Tibshirani Regularization Paths for Cox's
Proportional Hazards Model via
Coordinate Descent . . . . . . . . . . . ??
Lutz Dümbgen and
Kaspar Rufibach \pkglogcondens: Computations Related to
Univariate Log-Concave Density
Estimation . . . . . . . . . . . . . . . ??
Gerlinde Dinges and
Alexander Kowarik and
Bernhard Meindl and
Matthias Templ An Open Source Approach for Modern
Teaching Methods: The Interactive TGUI
System . . . . . . . . . . . . . . . . . ??
Seung W. Choi and
Laura E. Gibbons and
Paul K. Crane \pkglordif: An R Package for Detecting
Differential Item Functioning Using
Iterative Hybrid Ordinal Logistic
Regression/Item Response Theory and
Monte Carlo Simulations . . . . . . . . ??
Marius Hofert and
Martin Mächler Nested Archimedean Copulas Meet R: The
\pkgnacopula Package . . . . . . . . . . ??
Xiao-Feng Wang and
Bin Wang Deconvolution Estimation in Measurement
Error Models: The R Package \pkgdecon ??
Richard Simard and
Pierre L'Ecuyer Computing the Two-Sided
Kolmogorov--Smirnov Distribution . . . . 1--18
Paul De Boeck and
Marjan Bakker and
Robert Zwitser and
Michel Nivard and
Abe Hofman and
Francis Tuerlinckx and
Ivailo Partchev The Estimation of Item Response Models
with the \pkglmer Function from the
\pkglme4 Package in R . . . . . . . . . ??
Marek Molas and
Emmanuel Lesaffre Hierarchical Generalized Linear Models:
The R Package \pkgHGLMMM . . . . . . . . ??
Dirk Eddelbuettel Book Review: \booktitleR in a Nutshell ??
Gary Evans Book Review: \booktitleExploratory
Multivariate Analysis by Example Using R ??
James P. Howard Book Review: \booktitleR Cookbook . . . ??
Hadley Wickham The Split-Apply-Combine Strategy for
Data Analysis . . . . . . . . . . . . . ??
Hadley Wickham and
Dianne Cook and
Heike Hofmann and
Andreas Buja \pkgtourr: An R Package for Exploring
Multivariate Data with Projections . . . ??
Garrett Grolemund and
Hadley Wickham Dates and Times Made Easy with
\pkglubridate . . . . . . . . . . . . . ??
Alexis Gabadinho and
Gilbert Ritschard and
Nicolas S. Müller and
Matthias Studer Analyzing and Visualizing State
Sequences in R with \pkgTraMineR . . . . ??
Alejandro Jara and
Timothy E. Hanson and
Fernando A. Quintana and
Peter Müller and
Gary L. Rosner \pkgDPpackage: Bayesian Semi- and
Nonparametric Modeling in R . . . . . . ??
Katharine M. Mullen and
David Ardia and
David L. Gil and
Donald Windover and
James Cline \pkgDEoptim: An R Package for Global
Optimization by Differential Evolution ??
Julian Taylor and
Arunas Verbyla R Package wgaim: QTL Analysis in
Bi-Parental Populations Using Linear
Mixed Models . . . . . . . . . . . . . . ??
Dirk Eddelbuettel and
Romain François \pkgRcpp: Seamless R and C++ Integration 1--18
Ji-Ping Wang SPECIES: An R Package for Species
Richness Estimation . . . . . . . . . . ??
Mark Culp \pkgspa: Semi-Supervised Semi-Parametric
Graph-Based Estimation in R . . . . . . ??
Amaya Zárraga and
Beatriz Goitisolo Simultaneous Analysis in S-PLUS: The
\pkgSimultAn Package . . . . . . . . . . ??
Robert B. Scharpf and
Rafael A. Irizarry and
Matthew E. Ritchie and
Benilton Carvalho and
Ingo Ruczinski Using the R Package \pkgcrlmm for
Genotyping and Copy Number Estimation ??
Bettina Grün and
Kurt Hornik \pkgtopicmodels: An R Package for
Fitting Topic Models . . . . . . . . . . ??
David Causeur and
Chloe Friguet and
Magalie Houee-Bigot and
Maela Kloareg Factor Analysis for Multiple Testing
(FAMT): An R Package for Large-Scale
Significance Testing under Dependence ??
Jacques J. F. Commandeur and
Siem Jan Koopman and
Marius Ooms Statistical Software for State Space
Methods . . . . . . . . . . . . . . . . ??
Roy Mendelssohn The STAMP Software for State Space
Models . . . . . . . . . . . . . . . . . ??
Matteo M. Pelagatti State Space Methods in \pkgOx/SsfPack ??
Giovanni Petris and
Sonia Petrone State Space Models in R . . . . . . . . ??
Eric W. Zivot State Space Modeling Using \pkgSsfPack
in S+FinMetrics 3.0 . . . . . . . . . . ??
Jyh-Ying Peng and
John A. D. Aston The State Space Models Toolbox for
MATLAB . . . . . . . . . . . . . . . . . ??
William R. Bell \pkgREGCMPNT --- a Fortran Program for
Regression Models with ARIMA Component
Errors . . . . . . . . . . . . . . . . . ??
Filip A. M. Van den Bossche Fitting State Space Models with
\pkgEViews . . . . . . . . . . . . . . . ??
Thomas Doan State Space Methods in \pkgRATS . . . . ??
David M. Drukker and
Richard B. Gates State Space Methods in \pkgStata . . . . ??
Riccardo Lucchetti State Space Methods in \pkggretl . . . . ??
Rajesh Selukar State Space Modeling Using SAS . . . . . ??
Charles S. Bos A Bayesian Analysis of Unobserved
Component Models Using \pkgOx . . . . . ??
Delia Bailey and
Jonathan N. Katz Code Snippet: Implementing
Panel-Corrected Standard Errors in R:
The \pkgpcse Package . . . . . . . . . . ??
Micah Altman and
John Fox and
Simon Jackman and
Achim Zeileis An Introduction to the Special Volume on
'Political Methodology' . . . . . . . . ??
Micah Altman and
Simon Jackman Nineteen Ways of Looking at Statistical
Software . . . . . . . . . . . . . . . . ??
Jonathan Wand and
Gary King and
Olivia Lau \pkganchors: Software for Anchoring
Vignette Data . . . . . . . . . . . . . ??
Micah Altman and
Michael P. McDonald BARD: Better Automated Redistricting . . ??
Kosuke Imai and
Ying Lu and
Aaron Strauss \pkgeco: R Package for Ecological
Inference in $ 2 \times 2 $ Tables . . . ??
Francisco A. Ocaña and
Pablo Oñate IndElec: a Software for Analyzing Party
Systems and Electoral Systems . . . . . ??
Jasjeet S. Sekhon Multivariate and Propensity Score
Matching Software with Automated Balance
Optimization: The Matching package for R ??
Daniel E. Ho and
Kosuke Imai and
Gary King and
Elizabeth A. Stuart MatchIt: Nonparametric Preprocessing for
Parametric Causal Inference . . . . . . ??
Andrew D. Martin and
Kevin M. Quinn and
Jong Hee Park MCMCpack: Markov Chain Monte Carlo in R ??
Drew A. Linzer and
Jeffrey B. Lewis \pkgpoLCA: An R Package for Polytomous
Variable Latent Class Analysis . . . . . ??
Walter R. Mebane, Jr. and
Jasjeet S. Sekhon Genetic Optimization Using Derivatives:
The \pkgrgenoud Package for R . . . . . ??
Daniel Pemstein and
Kevin M. Quinn and
Andrew D. Martin The Scythe Statistical Library: An Open
Source C++ Library for Statistical
Computation . . . . . . . . . . . . . . ??
Alberto Abadie and
Alexis Diamond and
Jens Hainmueller Synth: An R Package for Synthetic
Control Methods in Comparative Case
Studies . . . . . . . . . . . . . . . . ??
Keith Poole and
Jeffrey Lewis and
James Lo and
Royce Carroll Scaling Roll Call Votes with
\pkgwnominate in R . . . . . . . . . . . ??
Yue Shentu Book Review: \booktitleClinical Trial
Data Analysis Using R . . . . . . . . . ??
Hakan Demirtas Book Review: \booktitleStatistical
Simulation: Power Method Polynomials and
Other Transformations . . . . . . . . . ??
Dianne Cook and
Heike Hofmann Book Review: \booktitleR Graphics (2nd
Edition) . . . . . . . . . . . . . . . . ??
Juana Sanchez Book Review: \booktitleHidden Markov
Models for Time Series --- An
Introduction Using R . . . . . . . . . . ??
Ulrike Grömping Book Review: \booktitleOptimal
Experimental Design with R . . . . . . . ??
Ziyue Liu and
Wensheng Guo Code Snippet: \pkgfmixed: a SAS Macro
for Smoothing-Spline-Based Functional
Mixed Effects Models . . . . . . . . . . ??
Michael S. Williams and
Eric D. Ebel and
Jennifer A. Hoeting Code Snippet: Bayesian Analysis for
Food-Safety Risk Assessment: Evaluation
of Dose-Response Functions within
WinBUGS . . . . . . . . . . . . . . . . ??
Hana Sevcíková and
Leontine Alkema and
Adrian Raftery \pkgbayesTFR: An R package for
Probabilistic Projections of the Total
Fertility Rate . . . . . . . . . . . . . ??
João Vitor Dias Monteiro and
Sudipto Banerjee and
Gurumurthy Ramachandran B2Z: R Package for Bayesian Two-Zone
Models . . . . . . . . . . . . . . . . . ??
Idris A. Eckley and
Guy P. Nason LS2W: Implementing the Locally
Stationary $2$D Wavelet Process Approach
in R . . . . . . . . . . . . . . . . . . ??
Sarah C. Goslee Analyzing Remote Sensing Data in R: The
\pkglandsat Package . . . . . . . . . . ??
Klaus Nordhausen and
Hannu Oja Multivariate L1 Statistical Methods: The
Package MNM . . . . . . . . . . . . . . ??
Aaron Childs and
Yalin Chen Multilevel Fixed and Sequential
Acceptance Sampling: The R Package MFSAS ??
Maarit A. Laaksonen and
Esa Virtala and
Paul Knekt and
Hannu Oja and
Tommi Härkänen SAS Macros for Calculation of Population
Attributable Fraction in a Cohort Study
Design . . . . . . . . . . . . . . . . . ??
Antonio Gasparrini Distributed Lag Linear and Non-Linear
Models in R: The Package \pkgdlnm . . . ??
John C. Nash and
Ravi Varadhan Unifying Optimization Algorithms to Aid
Software System Users: optimx for R . . ??
Ian Fiske and
Richard Chandler \pkgunmarked: An R Package for Fitting
Hierarchical Models of Wildlife
Occurrence and Abundance . . . . . . . . ??
Sebastien Haneuse and
Takumi Saegusa and
Thomas Lumley \pkgosDesign: An R Package for the
Analysis, Evaluation, and Design of
Two-Phase and Case-Control Studies . . . ??
Madeleine B. Thompson Introduction to SamplerCompare . . . . . ??
Willem M. van der Wal and
Ronald B. Geskus \pkgipw: An R Package for Inverse
Probability Weighting . . . . . . . . . ??
Fabian Scheipl \pkgspikeSlabGAM: Bayesian Variable
Selection, Model Choice and
Regularization for Generalized Additive
Mixed Models in R . . . . . . . . . . . ??
Karsten Tabelow and
Brandon Whitcher Special Volume on Magnetic Resonance
Imaging in R . . . . . . . . . . . . . . ??
Martin D. King and
Fernando Calamante and
Chris A. Clark and
David G. Gadian Markov Chain Monte Carlo Random Effects
Modeling in Magnetic Resonance Image
Processing Using the BRugs Interface to
WinBUGS . . . . . . . . . . . . . . . . ??
Gregory Z. Ferl DATforDCEMRI: An R Package for
Deconvolution Analysis and Visualization
of DCE-MRI Data . . . . . . . . . . . . ??
Adelino R. Ferreira da Silva \pkgcudaBayesreg: Parallel
Implementation of a Bayesian Multilevel
Model for fMRI Data Analysis . . . . . . ??
Brandon Whitcher and
Volker J. Schmid Quantitative Analysis of Dynamic
Contrast-Enhanced and Diffusion-Weighted
Magnetic Resonance Imaging for Oncology
in R . . . . . . . . . . . . . . . . . . ??
Brandon Whitcher and
Volker J. Schmid and
Andrew Thornton Working with the DICOM and NIfTI Data
Standards in R . . . . . . . . . . . . . ??
Dai Feng and
Luke Tierney \pkgmritc: a Package for MRI Tissue
Classification . . . . . . . . . . . . . ??
Jonathan D. Clayden and
Susana Muñoz Maniega and
Amos J. Storkey and
Martin D. King and
Mark E. Bastin and
Chris A. Clark TractoR: Magnetic Resonance Imaging and
Tractography with R . . . . . . . . . . ??
Cécile Bordier and
Michel Dojat and
Pierre Lafaye de Micheaux Temporal and Spatial Independent
Component Analysis for fMRI Data Sets
Embedded in the AnalyzeFMRI R Package ??
Marijke Welvaert and
Joke Durnez and
Beatrijs Moerkerke and
Geert Verdoolaege and
Yves Rosseel \pkgneuRosim: An R Package for
Generating fMRI Data . . . . . . . . . . ??
Karsten Tabelow and
Jörg Polzehl Statistical Parametric Maps for
Functional MRI Experiments in R: The
Package \pkgfmri . . . . . . . . . . . . ??
Jörg Polzehl and
Karsten Tabelow Beyond the Gaussian Model in
Diffusion-Weighted Imaging: The Package
\pkgdti . . . . . . . . . . . . . . . . ??
Bjorn Roelstraete and
Yves Rosseel FIAR: An R Package for Analyzing
Functional Integration in the Brain . . ??
Wouter D. Weeda and
Frank de Vos and
Lourens J. Waldorp and
Raoul P. P. P. Grasman and
Hilde M. Huizenga \pkgarf3DS4: An Integrated Framework for
Localization and Connectivity Analysis
of fMRI Data . . . . . . . . . . . . . . ??
Recai M. Yucel State of the Multiple Imputation
Software . . . . . . . . . . . . . . . . ??
Yu-Sung Su and
Andrew Gelman and
Jennifer Hill and
Masanao Yajima Multiple Imputation with Diagnostics
(\pkgmi) in R: Opening Windows into the
Black Box . . . . . . . . . . . . . . . ??
Stef van Buuren and
Karin Groothuis-Oudshoorn \pkgmice: Multivariate Imputation by
Chained Equations in R . . . . . . . . . ??
Patrick Royston and
Ian R. White Multiple Imputation by Chained Equations
(MICE): Implementation in Stata . . . . ??
James R. Carpenter and
Harvey Goldstein and
Michael G. Kenward REALCOM-IMPUTE Software for Multilevel
Multiple Imputation with Mixed Response
Types . . . . . . . . . . . . . . . . . ??
Yang Yuan Multiple Imputation Using SAS Software ??
James Honaker and
Gary King and
Matthew Blackwell Amelia II: a Program for Missing Data ??
Ronald D. Fricker Book Review: \booktitleAnalysis of
Questionnaire Data with R . . . . . . . ??
Dirk Eddelbuettel Book Review: \booktitleR in Action . . . ??
Wenqing He and
Juan Xiong and
Grace Y. Yi Code Snippet: SIMEX R Package for
Accelerated Failure Time Models with
Covariate Measurement Error . . . . . . ??
Xin Wei Code Snippet: %PROC\_R: a SAS Macro that
Enables Native R Programming in the Base
SAS Environment . . . . . . . . . . . . ??
Adriana Pérez and
Saijuan Zhang and
Victor Kipniss and
Laurence S. Freedman and
Raymond J. Carroll Code Snippet: \funIntake\_epis\_food():
An R Function for Fitting a Bivariate
Nonlinear Measurement Error Model to
Estimate Usual and Energy Intake for
Episodically Consumed Foods . . . . . . ??
Deborah Nolan and
Duncan Temple Lang Interactive and Animated Scalable Vector
Graphics and R Data Displays . . . . . . ??
Joris Mulder and
Herbert Hoijtink and
Christiaan de Leeuw BIEMS: a Fortran 90 Program for
Calculating Bayes Factors for Inequality
and Equality Constrained Models . . . . ??
Eric Schulte and
Dan Davison and
Thomas Dye and
Carsten Dominik A Multi-Language Computing Environment
for Literate Programming and
Reproducible Research . . . . . . . . . ??
Mário Basto and
José Manuel Pereira An SPSS R-Menu for Ordinal Factor
Analysis . . . . . . . . . . . . . . . . ??
Christoph Müssel and
Ludwig Lausser and
Markus Maucher and
Hans A. Kestler Multi-Objective Parameter Selection for
Classifiers . . . . . . . . . . . . . . ??
Laurent Bergé and
Charles Bouveyron and
Stéphane Girard HDclassif: An R Package for Model-Based
Clustering and Discriminant Analysis of
High-Dimensional Data . . . . . . . . . ??
Christoph Bergmeir and
José M. Benítez Neural Networks in R Using the Stuttgart
Neural Network Simulator: RSNNS . . . . ??
Robin K. S. Hankin Introducing \pkgmultivator: a
Multivariate Emulator . . . . . . . . . ??
M. Helena Gonçalves and
M. Salomé Cabral and
Adelchi Azzalini The R Package \pkgbild for the Analysis
of Binary Longitudinal Data . . . . . . ??
Sòren Hòjsgaard Graphical Independence Networks with the
\pkggRain Package for R . . . . . . . . ??
Peter Langfelder and
Steve Horvath Fast R Functions for Robust Correlations
and Hierarchical Clustering . . . . . . ??
Pat M. E. Altham and
Robin K. S. Hankin Multivariate Generalizations of the
Multiplicative Binomial Distribution:
Introducing the MM Package . . . . . . . ??
Ana Moreira and
Luís Meira-Machado \pkgsurvivalBIV: Estimation of the
Bivariate Distribution Function for
Sequentially Ordered Events Under
Univariate Censoring . . . . . . . . . . ??
Thoralf Mildenberger and
Henrike Weinert The \pkgbenchden Package: Benchmark
Densities for Nonparametric Density
Estimation . . . . . . . . . . . . . . . ??
Jan de Leeuw Book Review: \booktitleModern Fortran:
Style and Usage . . . . . . . . . . . . ??
Mingyu Li and
Hui Quan and
Joshua Chen and
Yoko Tanaka and
Peter Ouyang and
Xiaolong Luo and
Gang Li Code Snippet: R Functions for Sample
Size and Probability Calculations for
Assessing Consistency of Treatment
Effects in Multi-Regional Clinical
Trials . . . . . . . . . . . . . . . . . ??
Kamil Fijorek and
Andrzej Sokolowski Code Snippet: Separation-Resistant and
Bias-Reduced Logistic Regression:
STATISTICA Macro . . . . . . . . . . . . ??
Barrie Stokes Software Review: \booktitlemathStatica
2.5 . . . . . . . . . . . . . . . . . . ??
Michael R. MacAskill Software Review: \booktitleDataGraph 3.0 ??
Giovanni Millo and
Gianfranco Piras \pkgsplm: Spatial Panel Data Models in R ??
Thibault Laurent and
Anne Ruiz-Gazen and
Christine Thomas-Agnan GeoXp: An R Package for Exploratory
Spatial Data Analysis . . . . . . . . . ??
Przemys\law Biecek and
Ewa Szczurek and
Martin Vingron and
Jerzy Tiuryn The R Package \pkgbgmm: Mixture Modeling
with Uncertain Knowledge . . . . . . . . ??
Virginie Rondeau and
Yassin Mazroui and
Juan R. Gonzalez \pkgfrailtypack: An R Package for the
Analysis of Correlated Survival Data
with Frailty Models Using Penalized
Likelihood Estimation or Parametrical
Estimation . . . . . . . . . . . . . . . ??
Vahid Partovi Nia and
Anthony C. Davison High-Dimensional Bayesian Clustering
with Variable Selection: The R Package
\pkgbclust . . . . . . . . . . . . . . . ??
Mark A. Wolters A Greedy Algorithm for Unimodal Kernel
Density Estimation by Data Sharpening ??
Edgar Santos-Fernández and
Michele Scagliarini MPCI: An R Package for Computing
Multivariate Process Capability Indices ??
David Clifford and
Glenn Stone Variable Penalty Dynamic Time Warping
Code for Aligning Mass Spectrometry
Chromatograms in R . . . . . . . . . . . ??
Anders Gorst-Rasmussen and
Thomas H. Scheike Coordinate Descent Methods for the
Penalized Semiparametric Additive
Hazards Model . . . . . . . . . . . . . ??
Giuliano Galimberti and
Gabriele Soffritti and
Matteo Di Maso Classification Trees for Ordinal
Responses in R: The \pkgrpartScore
Package . . . . . . . . . . . . . . . . ??
Markus Kalisch and
Martin Mächler and
Diego Colombo and
Marloes H. Maathuis and
Peter Bühlmann Causal Inference Using Graphical Models
with the R Package \pkgpcalg . . . . . . ??
Heinrich Fritz and
Luis A. García-Escudero and
Agustín Mayo-Iscar \pkgtclust: An R Package for a Trimming
Approach to Cluster Analysis . . . . . . ??
Pavel Bazovkin and
Karl Mosler An Exact Algorithm for Weighted-Mean
Trimmed Regions in Any Dimension . . . . ??
Vikneswaran Gopal and
Claudio Fuentes and
George Casella \pkgbayesclust: An R Package for Testing
and Searching for Significant Clusters ??
Paul De Boeck and
Ivailo Partchev Code Snippet: IRTrees: Tree-Based Item
Response Models of the GLMM Family . . . ??
Florian Wickelmaier and
Carolin Strobl and
Achim Zeileis Psychoco: Psychometric Computing in R ??
Yves Rosseel \pkglavaan: An R Package for Structural
Equation Modeling . . . . . . . . . . . ??
Armin Monecke and
Friedrich Leisch \pkgsemPLS: Structural Equation Modeling
Using Partial Least Squares . . . . . . ??
Sacha Epskamp and
Angélique O. J. Cramer and
Lourens J. Waldorp and
Verena D. Schmittmann and
Denny Borsboom \pkgqgraph: Network Visualizations of
Relationships in Psychometric Data . . . ??
L. Andries van der Ark New Developments in Mokken Scale
Analysis in R . . . . . . . . . . . . . ??
R. Philip Chalmers \pkgmirt: a Multidimensional Item
Response Theory Package for the R
Environment . . . . . . . . . . . . . . ??
Hannah Frick and
Carolin Strobl and
Friedrich Leisch and
Achim Zeileis Flexible Rasch Mixture Models with
Package \pkgpsychomix . . . . . . . . . ??
David Magis and
Gilles Ra\^ìche Random Generation of Response Patterns
under Computerized Adaptive Testing with
the R Package \pkgcatR . . . . . . . . . ??
Heather Turner and
David Firth Bradley--Terry Models in R: The
BradleyTerry2 Package . . . . . . . . . ??
Reinhold Hatzinger and
Regina Dittrich \pkgprefmod: An R Package for Modeling
Preferences Based on Paired Comparisons,
Rankings, or Ratings . . . . . . . . . . ??
Bettina Grün and
Ioannis Kosmidis and
Achim Zeileis Extended Beta Regression in R: Shaken,
Stirred, Mixed, and Partitioned . . . . ??
Pedro M. Valero-Mora and
Rubén D. Ledesma Graphical User Interfaces for R . . . . ??
Ya-Shan Cheng and
Chien-Yu Peng Integrated Degradation Models in R Using
\pkgiDEMO . . . . . . . . . . . . . . . ??
Joris J. Snellenburg and
Sergey P. Laptenok and
Ralf Seger and
Katharine M. Mullen and
Ivo H. M. van Stokkum Glotaran: a Java-Based Graphical User
Interface for the R Package TIMP . . . . ??
Marcel Austenfeld and
Wolfram Beyschlag A Graphical User Interface for R in a
Rich Client Platform for Ecological
Modeling . . . . . . . . . . . . . . . . ??
Byron C. Wallace and
Issa J. Dahabreh and
Thomas A. Trikalinos and
Joseph Lau and
Paul Trow and
Christopher H. Schmid Closing the Gap between Methodologists
and End-Users: R as a Computational
Back-End . . . . . . . . . . . . . . . . ??
Bei Huang and
Dianne Cook and
Hadley Wickham \pkgtourrGui: a \pkggWidgets GUI for the
Tour to Explore High-Dimensional Data
Using Low-Dimensional Projections . . . ??
John Fox and
Marilia Sá Carvalho The RcmdrPlugin.survival Package:
Extending the R Commander Interface to
Survival Analysis . . . . . . . . . . . ??
Ian Fellows Deducer: a Data Analysis GUI for R . . . ??
Stefan Rödiger and
Thomas Friedrichsmeier and
Prasenjit Kapat and
Meik Michalke RKWard: a Comprehensive Graphical User
Interface and Integrated Development
Environment for Statistical Analysis
with R . . . . . . . . . . . . . . . . . ??
John Verzani \pkggWidgetsWWW: Creating Interactive
Web Pages within R . . . . . . . . . . . ??
Antony Unwin Oscars and Interfaces . . . . . . . . . ??
Dirk Eddelbuettel Book Review: \booktitleR for Dummies . . ??
A. Talha Yalta and
Sven Schreiber Code Snippet: Random Number Generation
in \pkggretl . . . . . . . . . . . . . . ??
Hideo Aizaki Code Snippet: Basic Functions for
Supporting an Implementation of Choice
Experiments in R . . . . . . . . . . . . ??
Carlo G. Camarda MortalitySmooth: An R Package for
Smoothing Poisson Counts with P-Splines ??
Samuel Gerber and
Kristin Potter Data Analysis with the Morse--Smale
Complex: The \pkgmsr Package for R . . . ??
Richard C. Zink and
Gary G. Koch NParCov3: a SAS/IML Macro for
Nonparametric Randomization-Based
Analysis of Covariance . . . . . . . . . ??
Deborah Burr \pkgbspmma: An R Package for Bayesian
Semiparametric Models for Meta-Analysis ??
Kofi Placid Adragni and
R. Dennis Cook and
Seongho Wu GrassmannOptim: An R Package for
Grassmann Manifold Optimization . . . . ??
B. Emma Huang and
Rohan Shah and
Andrew W. George \pkgdlmap: An R Package for Mixed Model
QTL and Association Analysis . . . . . . ??
Annamaria Guolo and
Cristiano Varin The R Package \pkgmetaLik for Likelihood
Inference in Meta-Analysis . . . . . . . ??
Alejandro Quintela-del-Río and
Graciela Estévez-Pérez Nonparametric Kernel Distribution
Function Estimation with \pkgkerdiest:
An R Package for Bandwidth Choice and
Applications . . . . . . . . . . . . . . ??
Oscar Perpiñán Lamigueiro \pkgsolaR: Solar Radiation and
Photovoltaic Systems with R . . . . . . ??
Kurt Hornik and
Ingo Feinerer and
Martin Kober and
Christian Buchta Spherical $k$-Means Clustering . . . . . ??
Ulla B. Mogensen and
Hemant Ishwaran and
Thomas A. Gerds Evaluating Random Forests for Survival
Analysis Using Prediction Error Curves ??
Kimihiro Noguchi and
Yulia R. Gel and
Edgar Brunner and
Frank Konietschke \pkgnparLD: An R Software Package for
the Nonparametric Analysis of
Longitudinal Data in Factorial
Experiments . . . . . . . . . . . . . . ??
Marie Chavent and
Vanessa Kuentz-Simonet and
Beno\^\it Liquet and
Jérôme Saracco ClustOfVar: An R Package for the
Clustering of Variables . . . . . . . . ??
Nicole Ferguson and
Somnath Datta and
Guy Brock \pkgmsSurv: An R Package for
Nonparametric Estimation of Multistate
Models . . . . . . . . . . . . . . . . . ??
Olivier Roustant and
David Ginsbourger and
Yves Deville DiceKriging, DiceOptim: Two R Packages
for the Analysis of Computer Experiments
by Kriging-Based Metamodeling and
Optimization . . . . . . . . . . . . . . ??
Ilhami Visne and
Ahmet Yildiz and
Erkan Dilaveroglu and
Klemens Vierlinger and
Christa Nöhammer and
Friedrich Leisch and
Albert Kriegner \pkgspeedR: An R Package for Interactive
Data Import, Filtering and Ready-to-Use
Code Generation . . . . . . . . . . . . ??
Jingqin Luo and
Chengjie Xiong DiagTest3Grp: An R Package for Analyzing
Diagnostic Tests with Three Ordinal
Groups . . . . . . . . . . . . . . . . . ??
Manuel Febrero-Bande and
Manuel Oviedo de la Fuente Statistical Computing in Functional Data
Analysis: The R Package \pkgfda.usc . . ??
Stefan Theußl and
Ingo Feinerer and
Kurt Hornik A \pkgtm Plug-In for Distributed Text
Mining in R . . . . . . . . . . . . . . ??
Paul N. Somerville A Package to Study the Performance of
Step-Up and Step-Down Test Procedures ??
Edzer Pebesma \pkgspacetime: Spatio-Temporal Data in R ??
Steven C. Walker and
Guillaume Guénard and
Péter Sólymos and
Pierre Legendre Multiple-Table Data in R with the
\pkgmultitable Package . . . . . . . . . ??
John R. Fieberg Estimating Population Abundance Using
Sightability Models: R SightabilityModel
Package . . . . . . . . . . . . . . . . ??
Ron Wehrens and
Pietro Franceschi Meta-Statistics for Variable Selection:
The R Package BioMark . . . . . . . . . ??
Marco Munda and
Federico Rotolo and
Catherine Legrand \pkgparfm: Parametric Frailty Models in
R . . . . . . . . . . . . . . . . . . . ??
Volodymyr Melnykov and
Wei-Chen Chen and
Ranjan Maitra MixSim: An R Package for Simulating Data
to Study Performance of Clustering
Algorithms . . . . . . . . . . . . . . . ??
Susan Gruber and
Mark J. van der Laan \pkgtmle: An R Package for Targeted
Maximum Likelihood Estimation . . . . . ??
Joakim Ekström Book Review: \booktitleThe BUGS Book: A
Practical Introduction to Bayesian
Analysis . . . . . . . . . . . . . . . . ??
Kelcey Jasen and
Luigi Salmaso Book Review: \booktitleApplied Medical
Statistics Using SAS . . . . . . . . . . ??
Ulrike Grömping Book Review: \booktitleThe R Primer . . ??
Norman S. Matloff Book Review: \booktitleThe R Student
Companion . . . . . . . . . . . . . . . ??
Claus-Christian Carbon Code Snippet: BiDimRegression:
Bidimensional Regression Modeling Using
R . . . . . . . . . . . . . . . . . . . ??
Bill Pikounis and
John Oleynick The \pkgcg Package for Comparison of
Groups . . . . . . . . . . . . . . . . . ??
David R. Hunter and
Steven M. Goodreau and
Mark S. Handcock \pkgergm.userterms: a Template Package
for Extending \pkgstatnet . . . . . . . ??
Eike Christian Brechmann and
Ulf Schepsmeier Modeling Dependence with C- and D-Vine
Copulas: The R Package CDVine . . . . . ??
Benjamin M. Taylor and
Tilman M. Davies and
Barry S. Rowlingson and
Peter J. Diggle \pkglgcp: An R Package for Inference
with Spatial and Spatio-Temporal
Log-Gaussian Cox Processes . . . . . . . ??
Douglas Bates and
Dirk Eddelbuettel Fast and Elegant Numerical Linear
Algebra Using the RcppEigen Package . . ??
Kurt Hornik and
Patrick Mair and
Johannes Rauch and
Wilhelm Geiger and
Christian Buchta and
Ingo Feinerer The \pkgtextcat Package for $n$-Gram
Based Text Categorization in R . . . . . ??
Bruce D. McCullough and
A. Talha Yalta Spreadsheets in the Cloud --- Not Ready
Yet . . . . . . . . . . . . . . . . . . ??
Birgit Erni and
Bo T. Bonnevie and
Hans-Dieter Oschadleus and
Res Altwegg and
Les G. Underhill \pkgmoult: An R Package to Analyze Moult
in Birds . . . . . . . . . . . . . . . . ??
Weicheng Zhu and
Changsoon Park \pkgedcc: An R Package for the Economic
Design of the Control Chart . . . . . . ??
Christian Meyer Recursive Numerical Evaluation of the
Cumulative Bivariate Normal Distribution ??
George Leckie and
Chris Charlton \pkgrunmlwin: a Program to Run the MLwiN
Multilevel Modeling Software from within
Stata . . . . . . . . . . . . . . . . . ??
Donald Hedeker and
Rachel Nordgren MIXREGLS: a Program for Mixed-Effects
Location Scale Analysis . . . . . . . . ??
Yihui Xie \pkganimation: An R Package for Creating
Animations and Demonstrating Statistical
Methods . . . . . . . . . . . . . . . . ??
Edith Gabriel and
Barry S. Rowlingson and
Peter J. Diggle \pkgstpp: An R Package for Plotting,
Simulating and Analyzing Spatio-Temporal
Point Patterns . . . . . . . . . . . . . ??
Stefan Van Aelst and
Gert Willems Fast and Robust Bootstrap for
Multivariate Inference: The R Package
FRB . . . . . . . . . . . . . . . . . . ??
Luca Scrucca GA: a Package for Genetic Algorithms in
R . . . . . . . . . . . . . . . . . . . ??
Zhu Wang \pkgcts: An R Package for Continuous
Time Autoregressive Models via Kalman
Filter . . . . . . . . . . . . . . . . . ??
Miha Stajdohar and
Janez Demsar Interactive Network Exploration with
Orange . . . . . . . . . . . . . . . . . ??
Alexander Pilhöfer and
Antony Unwin New Approaches in Visualization of
Categorical Data: R Package \pkgextracat ??
Matthew S. Shotwell \pkgprofdpm: An R Package for MAP
Estimation in a Class of Conjugate
Product Partition Models . . . . . . . . ??
Daniel Müllner \pkgfastcluster: Fast Hierarchical,
Agglomerative Clustering Routines for R
and Python . . . . . . . . . . . . . . . ??
Roberto Fontana and
Sabrina Samp\`o Minimum-Size Mixed-Level Orthogonal
Fractional Factorial Designs Generation:
A SAS-Based Algorithm . . . . . . . . . ??
Christophe Ladroue and
Anastasia Papavasiliou A Distributed Procedure for Computing
Stochastic Expansions with Mathematica ??
Michael J. Crowther and
Paul C. Lambert \pkgstgenreg: A Stata Package for
General Parametric Survival Analysis . . ??
Stephanie Kovalchik and
Ravi Varadhan Fitting Additive Binomial Regression
Models with the R Package \pkgblm . . . ??
Esteban Alfaro and
Matias Gamez and
Noelia García \pkgadabag: An R Package for
Classification with Boosting and Bagging ??
Jeffrey C. Miecznikowski and
Albert Vexler and
Lori Shepherd \pkgdbEmpLikeGOF: An R Package for
Nonparametric Likelihood Ratio Tests for
Goodness-of-Fit and Two-Sample
Comparisons Based on Sample Entropy . . ??
Sandra Barragán and
Miguel A. Fernández and
Cristina Rueda and
Shyamal Das Peddada \pkgisocir: An R Package for Constrained
Inference Using Isotonic Regression for
Circular Data, with an Application to
Cell Biology . . . . . . . . . . . . . . ??
Armin Varmaz and
Christian Fieberg and
Andreas Varwig \pkgRMatlab-app2web: Web Deployment of
R/MATLAB Applications . . . . . . . . . ??
Toby Dylan Hocking and
Thomas Wutzler and
Keith Ponting and
Philippe Grosjean Sustainable, Extensible Documentation
Generation Using \pkginlinedocs . . . . ??
Jens Hainmueller and
Yiqing Xu \pkgebalance: A Stata Package for
Entropy Balancing . . . . . . . . . . . ??
Rebecca M. Kuiper and
Herbert Hoijtink A Fortran 90 Program for the Generalized
Order-Restricted Information Criterion ??
Sonja Kuhnt and
Nikolaus Rudak Simultaneous Optimization of Multiple
Responses with the R Package JOP . . . . ??
Sarah M. Kreidler and
Keith E. Muller and
Gary K. Grunwald and
Brandy M. Ringham and
Zacchary T. Coker-Dukowitz and
Uttara R. Sakhadeo and
Anna E. Barón and
Deborah H. Glueck GLIMMPSE: Online Power Computation for
Linear Models with and without a
Baseline Covariate . . . . . . . . . . . ??
Ignacio López-de-Ullibarri and
M. Amalia Jácome \pkgsurvPresmooth: An R Package for
Presmoothed Estimation in Survival
Analysis . . . . . . . . . . . . . . . . ??
Marcos Oliveira Prates and
Celso Rômulo Barbosa Cabral and
Víctor Hugo Lachos \pkgmixsmsn: Fitting Finite Mixture of
Scale Mixture of Skew-Normal
Distributions . . . . . . . . . . . . . ??
Michael Sweeting and
Adrian Mander and
Tony Sabin \pkgbcrm: Bayesian Continual
Reassessment Method Designs for Phase I
Dose-Finding Trials . . . . . . . . . . ??
Michel Meulders An R Package for Probabilistic Latent
Feature Analysis of Two-Way Two-Mode
Frequencies . . . . . . . . . . . . . . ??
Andreas Alfons and
Matthias Templ Estimation of Social Exclusion
Indicators from Complex Surveys: The R
Package \pkglaeken . . . . . . . . . . . ??
Evangelos Kontopantelis Code Snippet: A Greedy Algorithm for
Representative Sampling: \pkgrepsample
in Stata . . . . . . . . . . . . . . . . ??
Alessandro Cardinali and
Guy P. Nason Costationarity of Locally Stationary
Time Series Using \pkgcostat . . . . . . ??
Kris De Brabanter and
Johan A. K. Suykens and
Bart De Moor Nonparametric Regression via
\pkgStatLSSVM . . . . . . . . . . . . . ??
Leen Slaets and
Gerda Claeskens and
Bernard W. Silverman Warping Functional Data in R and C via a
Bayesian Multiresolution Approach . . . ??
Bowei Xi and
Kean Ming Tan and
Chuanhai Liu Logarithmic Transformation-Based Gamma
Random Number Generators . . . . . . . . 1--17
Zhu Wang Converting Odds Ratio to Relative Risk
in Cohort Studies with Partial Data
Information . . . . . . . . . . . . . . ??
Björn Andersson and
Kenny Bränberg and
Marie Wiberg Performing the Kernel Method of Test
Equating with the Package \pkgkequate ??
Jeroen Ooms The RAppArmor Package: Enforcing
Security Policies in R Using Dynamic
Sandboxing on Linux . . . . . . . . . . ??
Philip Leifeld \pkgtexreg: Conversion of Statistical
Model Output in R to \LaTeX and HTML
Tables . . . . . . . . . . . . . . . . . ??
Tilman M. Davies and
David J. Bryant On Circulant Embedding for Gaussian
Random Fields in R . . . . . . . . . . . ??
Giorgio Alfredo Spedicato The \pkglifecontingencies Package:
Performing Financial and Actuarial
Mathematics Calculations in R . . . . . ??
Adrian Baddeley and
Rolf Turner and
Jorge Mateu and
Andrew Bevan Hybrids of Gibbs Point Process Models
and Their Implementation . . . . . . . . ??
Sharon X. Lee and
Geoffrey J. McLachlan EMMIXuskew: An R Package for Fitting
Mixtures of Multivariate Skew $t$
Distributions via the EM Algorithm . . . ??
Duncan Lee CARBayes: An R Package for Bayesian
Spatial Modeling with Conditional
Autoregressive Priors . . . . . . . . . ??
Michael J. Kane and
John W. Emerson and
Stephen Weston Scalable Strategies for Computing with
Massive Data . . . . . . . . . . . . . . ??
Xiangxiang Meng and
Wayne Thompson Book Review: \em Handbook of SAS\reg
DATA Step Programming . . . . . . . . . ??
Amelia McNamara Book Review: \em Dynamic Documents with
R and \pkgknitr . . . . . . . . . . . . ??
Nabaz Esmailzadeh Code Snippet: A MATLAB Package for
Computing Two-Level Search Design
Performance Criteria . . . . . . . . . . ??
David Vock and
Marie Davidian and
Anastasios Tsiatis Code Snippet: SNP\_NLMM: A SAS Macro to
Implement a Flexible Random Effects
Density for Generalized Linear and
Nonlinear Mixed Models . . . . . . . . . ??
Ulrike Grömping R Package \pkgFrF2 for Creating and
Analyzing Fractional Factorial $2$-Level
Designs . . . . . . . . . . . . . . . . ??
Erin E. Peterson and
Jay M. Ver Hoef STARS: An ArcGIS Toolset Used to
Calculate the Spatial Information Needed
to Fit Spatial Statistical Models to
Stream Network Data . . . . . . . . . . ??
Jay M. Ver Hoef and
Erin E. Peterson and
David Clifford and
Rohan Shah \pkgSSN: An R Package for Spatial
Statistical Modeling on Stream Networks ??
Thomas Lafarge and
Beatriz Pateiro-López and
Antonio Possolo and
Joy P. Dunkers R Implementation of a Polyhedral
Approximation to a $3$D Set of Points
Using the $ \alpha $-Shape . . . . . . . ??
Adam Loy and
Heike Hofmann \pkgHLMdiag: A Suite of Diagnostics for
Hierarchical Linear Models in R . . . . ??
Mortaza Jamshidian and
Siavash Jalal and
Camden Jansen \pkgMissMech: An R Package for Testing
Homoscedasticity, Multivariate
Normality, and Missing Completely at
Random (MCAR) . . . . . . . . . . . . . ??
Cristóbal Fresno and
Mónica G. Balzarini and
Elmer A. Fernández \pkglmdme: Linear Models on Designed
Multivariate Experiments in R . . . . . ??
Brenton Kenkel and
Curtis S. Signorino Estimating Extensive Form Games in R . . ??
Bärbel Maus and
Gerard J. P. van Breukelen \pkgPOBE: A Computer Program for Optimal
Design of Multi-Subject Blocked fMRI
Experiments . . . . . . . . . . . . . . ??
Christopher Wheadon Classification Accuracy and Consistency
under Item Response Theory Models Using
the Package \pkgclassify . . . . . . . . ??
Shen Luo and
Yong Chen and
Xiao Su and
Haitao Chu \pkgmmeta: An R Package for Multivariate
Meta-Analysis . . . . . . . . . . . . . ??
Geir Drage Berentsen and
Tore Selland Kleppe and
Dag Tjòstheim Introducing \pkglocalgauss, an R Package
for Estimating and Visualizing Local
Gaussian Correlation . . . . . . . . . . ??
Vincent Bonhomme and
Sandrine Picq and
Cédric Gaucherel and
Julien Claude \pkgMomocs: Outline Analysis Using R . . ??
Masahiko Gosho Code Snippet: Criteria to Select a
Working Correlation Structure in SAS . . ??
Angelo Mazza and
Antonio Punzo Code Snippet: DBKGrad: An R Package for
Mortality Rates Graduation by Discrete
Beta Kernel Techniques . . . . . . . . . ??
Daniel Oberski \pkglavaan.survey: An R Package for
Complex Survey Analysis of Structural
Equation Models . . . . . . . . . . . . ??
Mahendra P. Verma and
Mario Cesar Suarez A. \pkgDixonTest.CriticalValues: A Computer
Code to Calculate Critical Values for
the Dixon Statistical Data Treatment
Approach . . . . . . . . . . . . . . . . ??
Terrance D. Savitsky and
Susan M. Paddock Bayesian Semi- and Non-Parametric Models
for Longitudinal Data with Multiple
Membership Effects in R . . . . . . . . ??
Alexandre Brouste and
Masaaki Fukasawa and
Hideitsu Hino and
Stefano M. Iacus and
Kengo Kamatani and
Yuta Koike and
Hiroki Masuda and
Ryosuke Nomura and
Teppei Ogihara and
Yasutaka Shimuzu and
Masayuki Uchida and
Nakahiro Yoshida The YUIMA Project: A Computational
Framework for Simulation and Inference
of Stochastic Differential Equations . . ??
Richard M. Heiberger and
Naomi B. Robbins Design of Diverging Stacked Bar Charts
for Likert Scales and Other Applications ??
Christopher M. Strickland and
Robert L. Burdett and
Kerrie L. Mengersen and
Robert J. Denham PySSM: A Python Module for Bayesian
Inference of Linear Gaussian State Space
Models . . . . . . . . . . . . . . . . . ??
Paolo Giordani and
Henk A. L. Kiers and
Maria Antonietta Del Ferraro Three-Way Component Analysis Using the R
Package \pkgThreeWay . . . . . . . . . . ??
Stephan J. Ritter and
Nicholas P. Jewell and
Alan E. Hubbard R Package \pkgmultiPIM: A Causal
Inference Approach to Variable
Importance Analysis . . . . . . . . . . ??
Walter Schill and
Dirk Enders and
Karsten Drescher A SAS Package for Logistic Two-Phase
Studies . . . . . . . . . . . . . . . . ??
Marcin Korze\'n and
Szymon Jaroszewicz \pkgPaCAL: A Python Package for
Arithmetic Computations with Random
Variables . . . . . . . . . . . . . . . ??
Adelchi Azzalini and
Giovanna Menardi Clustering via Nonparametric Density
Estimation: The R Package \pkgpdfCluster ??
Isaac Subirana and
Héctor Sanz and
Joan Vila Building Bivariate Tables: The
\pkgcompareGroups Package for R . . . . ??
Marco Geraci Linear Quantile Mixed Models: The
\pkglqmm Package for Laplace Quantile
Regression . . . . . . . . . . . . . . . ??
Maria Karlsson and
Anita Lindmark \pkgtruncSP: An R Package for Estimation
of Semi-Parametric Truncated Linear
Regression Models . . . . . . . . . . . ??
Gary Evans Book Review: \em Analyzing Spatial
Models of Choice and Judgment with R . . ??
Joshua F. Wiley Book Review: \em Growth Curve Analysis
and Visualization Using R . . . . . . . ??
A. Jonathan R. Godfrey and
M. Theodor Loots Software Review: \em Statistical
Software (R, SAS, SPSS, and Minitab) for
Blind Students and Practitioners . . . . ??
Achim Zeileis and
Nikolaus Umlauf and
Friedrich Leisch Flexible Generation of E-Learning Exams
in R: Moodle Quizzes, OLAT Assessments,
and Beyond . . . . . . . . . . . . . . . ??
Jan C. Thiele R Marries NetLogo: Introduction to the
\pkgRNetLogo Package . . . . . . . . . . ??
Rebecca Killick and
Idris A. Eckley \pkgchangepoint: An R Package for
Changepoint Analysis . . . . . . . . . . ??
Ostap Okhrin and
Alexander Ristig Hierarchical Archimedean Copulae: The
\pkgHAC Package . . . . . . . . . . . . ??
Chong Gu Smoothing Spline ANOVA Models: R Package
\pkggss . . . . . . . . . . . . . . . . ??
Angelo Mazza and
Antonio Punzo and
Brian McGuire \pkgKernSmoothIRT: An R Package for
Kernel Smoothing in Item Response Theory ??
Antony M. Overstall and
Ruth King \pkgconting: An R Package for Bayesian
Analysis of Complete and Incomplete
Contingency Tables . . . . . . . . . . . ??
Liang Xie and
Laurence V. Madden \pkg%HPGLIMMIX: A High-Performance SAS
Macro for GLMM Estimation . . . . . . . ??
Yasser Gonzalez-Fernandez and
Marta Soto \pkgcopulaedas: An R Package for
Estimation of Distribution Algorithms
Based on Copulas . . . . . . . . . . . . ??
Kurt Hornik and
Bettina Grün \pkgmovMF: An R Package for Fitting
Mixtures of von Mises--Fisher
Distributions . . . . . . . . . . . . . ??
Rolf Turner and
Pradeep Banerjee and
Rayomand Shahlori Optimal Asset Pricing . . . . . . . . . ??
Stephen Reid and
Rob Tibshirani Regularization Paths for Conditional
Logistic Regression: The \pkgclogitL1
Package . . . . . . . . . . . . . . . . ??
David Magis and
Bruno Facon Code Snippet: \pkgdeltaPlotR: An R
Package for Differential Item
Functioning Analysis with Angoff's Delta
Plot . . . . . . . . . . . . . . . . . . ??
George Leckie Code Snippet: \pkgrunmixregls: A Program
to Run the MIXREGLS Mixed-Effects
Location Scale Software from within
Stata . . . . . . . . . . . . . . . . . ??
Giovanni Strona and
Paolo Galli and
Davide Seveso and
Simone Montano and
Simone Fattorini Code Snippet: Nestedness for Dummies
(NeD): A User-Friendly Web Interface for
Exploratory Nestedness Analysis . . . . ??
Jan Budczies and
Daniel Kosztyla and
Christian von Törne and
Albrecht Stenzinger and
Silvia Darb-Esfahani and
Manfred Dietel and
Carsten Denkert \pkgcancerclass: An R Package for
Development and Validation of Diagnostic
Tests from High-Dimensional Molecular
Data . . . . . . . . . . . . . . . . . . ??
David Moriña and
Albert Navarro The R Package \pkgsurvsim for the
Simulation of Simple and Complex
Survival Data . . . . . . . . . . . . . ??
Albert-Georg Lang ART: A Data Aggregation Program for the
Behavioral Sciences . . . . . . . . . . ??
Peter Ruckdeschel and
Matthias Kohl General Purpose Convolution Algorithm in
S4 Classes by Means of FFT . . . . . . . ??
Dustin Tingley and
Teppei Yamamoto and
Kentaro Hirose and
Luke Keele and
Kosuke Imai \pkgmediation: R Package for Causal
Mediation Analysis . . . . . . . . . . . ??
Oualid Bada and
Dominik Liebl \pkgphtt: Panel Data Analysis with
Heterogeneous Time Trends in R . . . . . ??
Jorge González SNSequate: Standard and Nonstandard
Statistical Models and Methods for Test
Equating . . . . . . . . . . . . . . . . ??
Luigi Augugliaro and
Angelo M. Mineo and
Ernst C. Wit \pkgdglars: An R Package to Estimate
Sparse Generalized Linear Models . . . . ??
Ulrich Halekoh and
Sòren Hòjsgaard A Kenward--Roger Approximation and
Parametric Bootstrap Methods for Tests
in Linear Mixed Models --- The R Package
\pkgpbkrtest . . . . . . . . . . . . . . ??
Hadley Wickham Tidy Data . . . . . . . . . . . . . . . ??
Roberto Colombi and
Sabrina Giordano and
Manuela Cazzaro \pkghmmm: An R Package for Hierarchical
Multinomial Marginal Models . . . . . . ??
Arnost Komárek and
Lenka Komárková Capabilities of R Package \pkgmixAK for
Clustering Based on Multivariate
Continuous and Discrete Longitudinal
Data . . . . . . . . . . . . . . . . . . ??
Kris Sankaran and
Susan Holmes \pkgstructSSI: Simultaneous and
Selective Inference for Grouped or
Hierarchically Structured Data . . . . . ??
Ravi Varadhan Numerical Optimization in R: Beyond
\pkgoptim . . . . . . . . . . . . . . . ??
John C. Nash On Best Practice Optimization Methods in
R . . . . . . . . . . . . . . . . . . . ??
Ernesto G. Birgin and
Jose Mario Martínez and
Marcos Raydan Spectral Projected Gradient Methods:
Review and Perspectives . . . . . . . . ??
Michael Braun \pkgtrustOptim: An R Package for Trust
Region Optimization with Sparse Hessians ??
Roger Koenker and
Ivan Mizera Convex Optimization in R . . . . . . . . ??
Katharine M. Mullen Continuous Global Optimization in R . . ??
Simon Munzert Book Review: \booktitleXML and Web
Technologies for Data Sciences with R ??
Brigid Wilson Book Review: \em Implementing
Reproducible Research . . . . . . . . . ??
Laine Thomas and
Eric M. Reyes Code Snippet: Tutorial: Survival
Estimation for Cox Regression Models
with Time-Varying Coefficients Using SAS
and R . . . . . . . . . . . . . . . . . ??
Antonio Hermes M. da Silva-Júnior and
Damião Nóbrega da Silva and
Silvia L. P. Ferrari Code Snippet: \pkgmdscore: An R Package
to Compute Improved Score Tests in
Generalized Linear Models . . . . . . . ??
Thomas Grubinger and
Achim Zeileis and
Karl-Peter Pfeiffer \pkgevtree: Evolutionary Learning of
Globally Optimal Classification and
Regression Trees in R . . . . . . . . . ??
Alberto Caimo and
Nial Friel \pkgBergm: Bayesian Exponential Random
Graphs in R . . . . . . . . . . . . . . ??
Kofi P. Adragni and
Andrew M. Raim \pkgldr: An R Software Package for
Likelihood-Based Sufficient Dimension
Reduction . . . . . . . . . . . . . . . ??
Giulio Barcaroli \pkgSamplingStrata: An R Package for the
Optimization of Stratified Sampling . . ??
Fabian H. Sinz and
Jörn-Philipp Lies and
Sebastian Gerwinn and
Matthias Bethge \pkgNatter: A Python Natural Image
Statistics Toolbox . . . . . . . . . . . ??
Malika Charrad and
Nadia Ghazzali and
Véronique Boiteau and
Azam Niknafs \pkgNbClust: An R Package for
Determining the Relevant Number of
Clusters in a Data Set . . . . . . . . . ??
Zhiyong Zhang \pkgWebBUGS: Conducting Bayesian
Statistical Analysis Online . . . . . . ??
Mónica López-Ratón and
María Xosé Rodríguez-Álvarez and
Carmen Cadarso-Suárez and
Francisco Gude-Sampedro \pkgOptimalCutpoints: An R Package for
Selecting Optimal Cutpoints in
Diagnostic Tests . . . . . . . . . . . . ??
María Oliveira and
Rosa M. Crujeiras and
Alberto Rodríguez-Casal \pkgNPCirc: An R Package for
Nonparametric Circular Methods . . . . . ??
Miron B. Kursa \pkgrFerns: An Implementation of the
Random Ferns Method for General-Purpose
Machine Learning . . . . . . . . . . . . ??
Sy Han Chiou and
Sangwook Kang and
Jun Yan Fitting Accelerated Failure Time Models
in Routine Survival Analysis with R
Package \pkgaftgee . . . . . . . . . . . ??
Xiyue Liao and
Mary C. Meyer \pkgconeproj: An R Package for the
Primal or Dual Cone Projections with
Routines for Constrained Regression . . ??
Arthur White and
Thomas Brendan Murphy \pkgBayesLCA: An R Package for Bayesian
Latent Class Analysis . . . . . . . . . ??
Pablo Montero and
José A. Vilar \pkgTSclust: An R Package for Time
Series Clustering . . . . . . . . . . . ??
Alexander Kowarik and
Angelika Meraner and
Matthias Templ and
Daniel Schopfhauser Seasonal Adjustment with the R Packages
\pkgx12 and \pkgx12GUI . . . . . . . . . ??
Simone Villa and
Marco Rossetti Learning Continuous Time Bayesian
Network Classifiers Using MapReduce . . ??
Artur Araújo and
Luís Meira-Machado and
Javier Roca-Pardiñas \pkgTPmsm: Estimation of the Transition
Probabilities in $3$-State Models . . . ??
Martin Sill and
Thomas Hielscher and
Natalia Becker and
Manuela Zucknick \pkgc060: Extended Inference with Lasso
and Elastic-Net Regularized Cox and
Generalized Linear Models . . . . . . . ??
Francesco Finazzi and
Alessandro Fass\`o \pkgD-STEM: A Software for the Analysis
and Mapping of Environmental Space-Time
Variables . . . . . . . . . . . . . . . ??
Ulrike Grömping Book Review: \em Multilevel Modeling
Using R . . . . . . . . . . . . . . . . ??
Nicholas A. James and
David S. Matteson \pkgecp: An R Package for Nonparametric
Multiple Change Point Analysis of
Multivariate Data . . . . . . . . . . . ??
Dennis Cook and
Zhihua Su and
Yi Yang \pkgenvlp: A MATLAB Toolbox for
Computing Envelope Estimators in
Multivariate Analysis . . . . . . . . . ??
Yan Zhou \pkgvSMC: Parallel Sequential Monte
Carlo in C++ . . . . . . . . . . . . . . ??
Florian Gerber and
Reinhard Furrer Code Snippet: Pitfalls in the
Implementation of Bayesian Hierarchical
Modeling of Areal Count Data: An
Illustration Using BYM and Leroux Models ??
Edzer Pebesma and
Roger Bivand and
Paulo Justiano Ribeiro Software for Spatial Statistics . . . . ??
Quinn C. Payton and
Michael G. McManus and
Marc H. Weber and
Anthony R. Olsen and
Thomas M. Kincaid \pkgmicromap: A Package for Linked
Micromaps . . . . . . . . . . . . . . . ??
Linda Williams Pickle and
James B. Pearson and
Daniel B. Carr \pkgmicromapST: Exploring and
Communicating Geospatial Patterns in US
State Data . . . . . . . . . . . . . . . ??
Markus Loecher and
Karl Ropkins \pkgRgoogleMaps and \pkgloa: Unleashing
R Graphics Power on Map Tiles . . . . . ??
Tomislav Hengl and
Pierre Roudier and
Dylan Beaudette and
Edzer Pebesma \pkgplotKML: Scientific Visualization of
Spatio-Temporal Data . . . . . . . . . . ??
Raphaël Pélissier and
François Goreaud \pkgads Package for R: A Fast Unbiased
Implementation of the $K$-function
Family for Studying Spatial Point
Patterns in Irregular-Shaped Sampling
Windows . . . . . . . . . . . . . . . . ??
Benjamin M. Taylor and
Tilman M. Davies and
Barry S. Rowlingson and
Peter J. Diggle Bayesian Inference and Data Augmentation
Schemes for Spatial, Spatiotemporal and
Multivariate Log-Gaussian Cox Processes
in R . . . . . . . . . . . . . . . . . . ??
Martin Schlather and
Alexander Malinowski and
Peter J. Menck and
Marco Oesting and
Kirstin Strokorb Analysis, Simulation and Prediction of
Multivariate Random Fields with Package
\pkgRandomFields . . . . . . . . . . . . ??
Simone A. Padoan and
Moreno Bevilacqua Analysis of Random Fields Using
\pkgCompRandFld . . . . . . . . . . . . ??
Christopher J. Paciorek and
Benjamin Lipshitz and
Wei Zhuo and
Prabhat and
Cari G. G. Kaufman and
Rollin C. Thomas Parallelizing Gaussian Process
Calculations in R . . . . . . . . . . . ??
Liang Jing and
Victor De Oliveira \pkggeoCount: An R Package for the
Analysis of Geostatistical Count Data ??
Patrick E. Brown Model-Based Geostatistics the Easy Way ??
Andrew O. Finley and
Sudipto Banerjee and
Alan E. Gelfand \pkgspBayes for Large Univariate and
Multivariate Point-Referenced
Spatio-Temporal Data Models . . . . . . ??
Fabio Sigrist and
Hans R. Künsch and
Werner A. Stahel \pkgspate: An R Package for
Spatio-Temporal Modeling with a
Stochastic Advection-Diffusion Process ??
Khandoker Shuvo Bakar and
Sujit K. Sahu spTimer: Spatio-Temporal Bayesian
Modeling Using R . . . . . . . . . . . . ??
Jean Gaudart and
Nathalie Graffeo and
Drissa Coulibaly and
Guillaume Barbet and
Stanislas Rebaudet and
Nadine Dessay and
Ogobara K. Doumbo and
Roch Giorgi \pkgSPODT: An R Package to Perform
Spatial Partitioning . . . . . . . . . . ??
Isabella Gollini and
Binbin Lu and
Martin Charlton and
Christopher Brunsdon and
Paul Harris \pkgGWmodel: An R Package for Exploring
Spatial Heterogeneity Using
Geographically Weighted Models . . . . . ??
Roger Bivand and
Gianfranco Piras Comparing Implementations of Estimation
Methods for Spatial Econometrics . . . . ??
Finn Lindgren and
Håvard Rue Bayesian Spatial Modelling with
\pkgR-INLA . . . . . . . . . . . . . . . ??
Roger S. Bivand and
Virgilio Gómez-Rubio and
Håvard Rue Spatial Data Analysis with R-INLA with
Some Extensions . . . . . . . . . . . . ??
Nikolaus Umlauf and
Daniel Adler and
Thomas Kneib and
Stefan Lang and
Achim Zeileis Structured Additive Regression Models:
An R Interface to \pkgBayesX . . . . . . ??
Marinela Capanu and
Mithat Gönen Code Snippet: Building a Nomogram for
Survey-Weighted Cox Models Using R . . . ??
Luca Bagnato and
Lucio De Capitani and
Angelo Mazza and
Antonio Punzo Code Snippet: \pkgSDD: An R Package for
Serial Dependence Diagrams . . . . . . . ??
Kristin A. Linn and
Eric B. Laber and
Leonard A. Stefanski \pkgiqLearn: Interactive Q-Learning in R ??
Colin S. Gillespie Fitting Heavy Tailed Distributions: The
\pkgpoweRlaw Package . . . . . . . . . . ??
Jan Graffelman Exploring Diallelic Genetic Markers: The
\pkgHardyWeinberg Package . . . . . . . ??
Marie Laure Delignette-Muller and
Christophe Dutang \pkgfitdistrplus: An R Package for
Fitting Distributions . . . . . . . . . ??
Christopher Steven Marcum and
Carter T. Butts Constructing and Modifying Sequence
Statistics for \pkgrelevent: Using
\pkginformR in R . . . . . . . . . . . . ??
Ana C. Cebrián and
Jesús Abaurrea and
Jesús Asín \pkgNHPoisson: An R Package for Fitting
and Validating Nonhomogeneous Poisson
Processes . . . . . . . . . . . . . . . ??
Silvia Liverani and
David I. Hastie and
Lamiae Azizi and
Michail Papathomas and
Sylvia Richardson \pkgPReMiuM: An R Package for Profile
Regression Mixture Models Using
Dirichlet Processes . . . . . . . . . . ??
Anestis Touloumis R Package \pkgmultgee: A Generalized
Estimating Equations Solver for
Multinomial Responses . . . . . . . . . ??
Frank Konietschke and
Marius Placzek and
Frank Schaarschmidt and
Ludwig A. Hothorn \pkgnparcomp: An R Software Package for
Nonparametric Multiple Comparisons and
Simultaneous Confidence Intervals . . . ??
Nello Blaser and
Luisa Salazar Vizcaya and
Janne Estill and
Cindy Zahnd and
Bindu Kalesan and
Matthias Egger and
Thomas Gsponer and
Olivia Keiser \pkggems: An R Package for Simulating
from Disease Progression Models . . . . ??
Bernd Bischl and
Michel Lang and
Olaf Mersmann and
Jörg Rahnenführer and
Claus Weihs \pkgBatchJobs and \pkgBatchExperiments:
Abstraction Mechanisms for Using R in
Batch Environments . . . . . . . . . . . ??
Blake MacDonald and
Pritam Ranjan and
Hugh Chipman \pkgGPfit: An R Package for Fitting a
Gaussian Process Model to Deterministic
Simulator Outputs . . . . . . . . . . . ??
Jesús Palomo and
Rui Paulo and
Gonzalo García-Donato \pkgSAVE: An R Package for the
Statistical Analysis of Computer Models ??
Naftali Harris Code Snippet: \pkgLazySorted: A Lazily,
Partially Sorted Python List . . . . . . ??
Célia Maria Dias Sales and
Peter P. Wakker and
Paula Cristina Gomes Alves and
Luís Faísca Code Snippet: \pkgMF Calculator: A
Web-Based Application for Analyzing
Similarity . . . . . . . . . . . . . . . ??
Luis Carvalho Code Snippet: An Improved Evaluation of
Kolmogorov's Distribution . . . . . . . ??
Martin Bilodeau and
Pierre Lafaye de Micheaux and
Smail Mahdi The R Package \pkggroc for Generalized
Regression on Orthogonal Components . . ??
Xiaohui Liu and
Yijun Zuo \pkgCompPD: A MATLAB Package for
Computing Projection Depth . . . . . . . ??
Christopher Gandrud \pkgsimPH: An R Package for Illustrating
Estimates from Cox Proportional Hazard
Models Including for Interactive and
Nonlinear Effects . . . . . . . . . . . ??
Christophe Genolini and
Xavier Alacoque and
Mariane Sentenac and
Catherine Arnaud \pkgkml and \pkgkml3d: R Packages to
Cluster Longitudinal Data . . . . . . . ??
Thomas W. Yee and
Jakub Stoklosa and
Richard M. Huggins The \pkgVGAM Package for
Capture-Recapture Data Using the
Conditional Likelihood . . . . . . . . . ??
Lala Septem Riza and
Christoph Bergmeir and
Francisco Herrera and
José Manuel Benítez \pkgfrbs: Fuzzy Rule-Based Systems for
Classification and Regression in R . . . ??
Xinyu Tang and
Maria Melguizo \pkgDTR: An R Package for Estimation and
Comparison of Survival Outcomes of
Dynamic Treatment . . . . . . . . . . . ??
Marlies Vervloet and
Henk A. L. Kiers and
Wim Van den Noortgate and
Eva Ceulemans \pkgPCovR: An R Package for Principal
Covariates Regression . . . . . . . . . ??
Daniel Fischer and
Hannu Oja Mann--Whitney Type Tests for Microarray
Experiments: The R Package \pkggMWT . . ??
Tim Appelhans and
Florian Detsch and
Thomas Nauss \pkgremote: Empirical Orthogonal
Teleconnections in R . . . . . . . . . . ??
Delphine Dupuy and
Céline Helbert and
Jessica Franco \pkgDiceDesign and \pkgDiceEval: Two R
Packages for Design and Analysis of
Computer Experiments . . . . . . . . . . ??
Ömer Nebil Yaveroglu and
Sean M. Fitzhugh and
Maciej Kurant and
Athina Markopoulou and
Carter T. Butts and
Natasa Przulj \pkgergm.graphlets: A Package for ERG
Modeling Based on Graphlet Statistics ??
Matthew Nunes Book Review: \booktitleStatistical
Analysis of Network Data with R, Eric D.
Kolaczyk and Gábor Csárdi,
Springer-Verlag, New York, 2014. ISBN
978-1-4939-0983-4. 207 pp. GBP 39.99
(P).
\urlhttp://www.springer.com/book/9781493909827 ??
Samuel E. Buttrey Book Review: \booktitleData Mining
Algorithms Explained Using R, Pave\l
Cichosz, John Wiley & Sons, Chichester,
2015. ISBN 978-1-118-33258-0. 683 pp.
USD 64.99.
\urlhttp://www.wiley.com/WileyCDA/WileyTitle/productCd-111833258X.html ??
Abdolvahab Khademi Book Review: \booktitleStatistical
Modeling and Computation, Dirk P. Kroese
and Joshua C. C. Chan, Springer-Verlag,
New York, 2014. ISBN 978-1-4614-8774-6.
xx + 400 pp. USD 79.99 (H).
\urlhttp://www.springer.com/book/9781461487746 ??
Norman S. Matloff Book Review: \booktitleR for Cloud
Computing, Ajay Ohri, Springer-Verlag,
New York, 2014. ISBN 978-1-4939-1701-3.
267 pp. USD 99.00 (P).
\urlhttp://www.springer.com/book/9781493917013 ??
Robin K. S. Hankin Book Review: \booktitleCircular
Statistics in R, Arthur Pewsey, Markus
Neuhäuser, Graeme D. Ruxton, Oxford
University Press, Oxford, 2013. ISBN
978-0-19-967113-7. 183 pp. GBP 24.99
(P).
\urlhttp://ukcatalogue.oup.com/product/9780199671137.do ??
Jose M. Pavia Code Snippet: Testing Goodness-of-Fit
with the Kernel Density Estimator:
\pkgGoFKernel . . . . . . . . . . . . . ??
Francisco Juretig Code Snippet: \pkgMLGA: A SAS Macro to
Compute Maximum Likelihood Estimators
via Genetic Algorithms . . . . . . . . . ??
Yevgen Ryeznik and
Oleksandr Sverdlov and
Weng Kee Wong \pkgRARtool: A MATLAB Software Package
for Designing Response-Adaptive
Randomized Clinical Trials with
Time-to-Event Outcomes . . . . . . . . . ??
James Wason \pkgOptGS: An R Package for Finding
Near-Optimal Group-Sequential Designs ??
Gregory J. Matthews and
Andrea S. Foulkes Code Snippet: \pkgMixMAP: An R Package
for Mixed Modeling of Meta-Analysis $p$
Values in Genetic Association Studies ??
Gordon J. Ross Parametric and Nonparametric Sequential
Change Detection in R: The \pkgcpm
Package . . . . . . . . . . . . . . . . ??
Dylan Molenaar and
Francis Tuerlinckx and
Han L. J. van der Maas Fitting Diffusion Item Response Theory
Models for Responses and Response Times
Using the R Package \pkgdiffIRT . . . . ??
Florent Baty and
Christian Ritz and
Sandrine Charles and
Martin Brutsche and
Jean-Pierre Flandrois and
Marie-Laure Delignette-Muller A Toolbox for Nonlinear Regression in R:
The Package \pkgnlstools . . . . . . . . ??
Agnieszka Król and
Philippe Saint-Pierre \pkgSemiMarkov: An R Package for
Parametric Estimation in Multi-State
Semi-Markov Models . . . . . . . . . . . ??
Scott Fortmann-Roe Consistent and Clear Reporting of
Results from Diverse Modeling
Techniques: The A3 Method . . . . . . . ??
Tao Xiao and
G. A. Whitmore and
Xin He and
Mei-Ling Ting Lee The R Package \pkgthreg to Implement
Threshold Regression Models . . . . . . ??
Victor Gómez \pkgSSMMATLAB: A Set of MATLAB Programs
for the Statistical Analysis of State
Space Models . . . . . . . . . . . . . . ??
David Conde and
Miguel Fernández and
Bonifacio Salvador and
Cristina Rueda \pkgdawai: An R Package for Discriminant
Analysis with Additional Information . . ??
James P. Howard II Book Review: \booktitleData-Driven
Modeling & Scientific Computation:
Methods for Complex Systems & Big Data,
J. Nathan Kutz, Oxford University Press,
Oxford, 2013. ISBN 978-0-19-966034-6.
656 pp. USD 49.95 (P).
\urlhttps://global.oup.com/academic/product/9780199660346 ??
Thomas Rusch Book Review: \booktitleR for Marketing
Research and Analytics, Chris Chapman,
Elea McDonnell Feit, Springer-Verlag,
Switzerland, 2015. ISBN
978-3-319-14435-1. 454 pp. USD 64.99
(P).
\urlhttp://www.springer.com/book/9783319144351 ??
Alexandra Posekany Book Review: \booktitleBayesian
Essentials with R, Jean Michel Marin and
Christian Robert, Springer-Verlag, New
York, 2014. ISBN 978-1-4614-8686-2. 296
pp. \$69.99 (P).
\url{https://www.ceremade.dauphine.fr/~xian/books.html}} ??
Paul Hofmarcher Book Review: \booktitleAn Introduction
to R for Quantitative Economics, Vikram
Dayal. Springer-Verlag, New Dehli, 2015.
ISBN 978-81-322-2339-9. 109 pp. EUR
51.99.
\urlhttp://www.springer.com/book/9788132223399 ??
James E. Helmreich Book Review: \booktitleStatistics: An
Introduction Using R (2nd Edition),
Michael J. Crawley, John Wiley & Sons,
Chichester, 2015. ISBN
978-1-118-94109-6. 339 pp. USD 45.00
(P).
\urlhttp://www.imperial.ac.uk/bio/research/crawley/statistics/ ??
Joseph M. Hilbe Book Review: \booktitleHurricane
Climatology: A Modern Statistical Guide
Using R, James B. Elsner and Thomas H.
Jagger. Oxford University Press, New
York, 2013. ISBN 978-0-19-982763-3. 390
pp. USD 105.00 (P).
\urlhttp://ukcatalogue.oup.com/product/9780199827633.do ??
James P. Howard II Book Review: \booktitleUncertainty
Quantification and Stochastic Modeling
with MATLAB, Eduardo Souza de Cursi and
Rubens Sampaio, ISTE Press, London,
2015. ISBN 978-1-78548-004-1. 442 pp.
USD 180 (H).
\urlhttp://www.sciencedirect.com/science/book/9781785480058 ??
Marco Riani and
Domenico Perrotta and
Andrea Cerioli Code Snippet: The Forward Search for
Very Large Datasets . . . . . . . . . . ??
Maja Olsbjerg and
Karl Bang Christensen Code Snippet: \pkg%lrasch\_mml: A SAS
Macro for Marginal Maximum Likelihood
Estimation in Longitudinal Polytomous
Rasch Models . . . . . . . . . . . . . . ??
Eric Marcon and
Stéphane Traissac and
Florence Puech and
Gabriel Lang Code Snippet: Tools to Characterize
Point Patterns: \pkgdbmss for R . . . . ??
Douglas Bates and
Martin Mächler and
Ben Bolker and
Steve Walker Fitting Linear Mixed-Effects Models
Using \pkglme4 . . . . . . . . . . . . . ??
Nina Golyandina and
Anton Korobeynikov and
Alex Shlemov and
Konstantin Usevich Multivariate and $2$D Extensions of
Singular Spectrum Analysis with the
\pkgRssa Package . . . . . . . . . . . . ??
Shawn Mankad and
George Michailidis and
Moulinath Banerjee Threshold Value Estimation Using
Adaptive Two-Stage Plans in R . . . . . ??
Matthias Templ and
Alexander Kowarik and
Bernhard Meindl Statistical Disclosure Control for
Micro-Data Using the R Package
\pkgsdcMicro . . . . . . . . . . . . . . ??
Andreas M. Brandmaier \pkgpdc: An R Package for
Complexity-Based Clustering of Time
Series . . . . . . . . . . . . . . . . . ??
Rémi Lebret and
Serge Iovleff and
Florent Langrognet and
Christophe Biernacki and
Gilles Celeux and
Gérard Govaert \pkgRmixmod: The R Package of the
Model-Based Unsupervised, Supervised,
and Semi-Supervised Classification
Mixmod Library . . . . . . . . . . . . . ??
William T. M. Dunsmuir and
David J. Scott The \pkgglarma Package for
Observation-Driven Time Series
Regression of Counts . . . . . . . . . . ??
Eric Marcon and
Bruno Hérault \pkgentropart: An R Package to Measure
and Partition Diversity . . . . . . . . ??
Atsushi Kawaguchi and
Gary G. Koch \pkgsanon: An R Package for Stratified
Analysis with Nonparametric Covariable
Adjustment . . . . . . . . . . . . . . . ??
Lawrence M. Murray Bayesian State-Space Modelling on
High-Performance Hardware Using
\pkgLibBi . . . . . . . . . . . . . . . ??
Joseph M. Hilbe Book Review: \booktitleThe New
Statistics with R: An Introduction for
Biologists, Andy Hector, Oxford
University Press, New York, 2015. ISBN
978-0-19-872906-8. 208 pp. USD 49.95
(P).
\urlhttp://ukcatalogue.oup.com/product/9780198729068.do ??
Abdolvahab Khademi Book Review: \booktitleStatistical
Hypothesis Testing with SAS and R, Dirk
Taeger and Sonja Kuhnt, John Wiley &
Sons, Chichester, 2014. ISBN
978-1-119-95021-9. xiv + 292 pp. USD
97.95 (H).
\urlhttp://www.wiley.com/WileyCDA/WileyTitle/productCd-1118762614.html ??
Stefano M. Iacus Book Review: \booktitleAutomated Data
Collection with R --- A Practical Guide
to Web Scraping and Text Mining, Simon
Munzert, Christian Rubba, Peter Meißner,
Dominic Nyhuis, John Wiley & Sons,
Chichester, 2014. ISBN
978-1-118-83481-7. 480 pp. GBP 50.00
(H).
\urlhttp://www.r-datacollection.com/ . . ??
Ulrike Grömping Book Review: \booktitleUsing R and
RStudio for Data Management, Statistical
Analysis and Graphics (2nd Edition),
Nicholas J. Horton and Ken Kleinman, CRC
Press, Boca Raton, 2015. ISBN
978-1-4822-3736-8. 313 pp. USD 59.46
(H).
\urlhttp://www.amherst.edu/~nhorton/r2/ ??
David W. Zeitler Book Review: \booktitleGraphical Data
Analysis with R, Antony Unwin, CRC
Press, Boca Raton, 2015. ISBN
978-1-4987-1523-2. 310 pp. USD 59.46.
\urlhttp://www.crcpress.com/9781498715232 ??
Mark A. Wolters Code Snippet: A Genetic Algorithm for
Selection of Fixed-Size Subsets with
Application to Design Problems . . . . . ??
Anup Amatya and
Hakan Demirtas Code Snippet: \pkgOrdNor: An R Package
for Concurrent Generation of Correlated
Ordinal and Normal Data . . . . . . . . ??
Jenny Häggström and
Emma Persson and
Ingeborg Waernbaum and
Xavier de Luna \pkgCovSel: An R Package for Covariate
Selection When Estimating Average Causal
Effects . . . . . . . . . . . . . . . . ??
Dimitris Kavroudakis \pkgsms: An R Package for the
Construction of Microdata for
Geographical Analysis . . . . . . . . . ??
Roberto Casarin and
Stefano Grassi and
Francesco Ravazzolo and
Herman K. van Dijk Parallel Sequential Monte Carlo for
Efficient Density Combination: The DeCo
MATLAB Toolbox . . . . . . . . . . . . . ??
Stefan Zeugner and
Martin Feldkircher Bayesian Model Averaging Employing Fixed
and Flexible Priors: The \pkgBMS Package
for R . . . . . . . . . . . . . . . . . ??
Marcin B\la\.zejowski and
Jacek Kwiatkowski Bayesian Model Averaging and Jointness
Measures for \pkggretl . . . . . . . . . ??
Xiaoyue Cheng and
Dianne Cook and
Heike Hofmann Visually Exploring Missing Values in
Multivariable Data Using a Graphical
User Interface . . . . . . . . . . . . . ??
Michela Battauz \pkgequateIRT: An R Package for IRT Test
Equating . . . . . . . . . . . . . . . . ??
Pierre Bunouf and
Geert Molenberghs and
Jean-Marie Grouin and
Herbert Thijs A SAS Program Combining R
Functionalities to Implement
Pattern-Mixture Models . . . . . . . . . ??
Flora Jay and
Olivier François and
Eric Y. Durand and
Michael G. B. Blum POPS: [A] Software for Prediction of
Population Genetic Structure Using
Latent Regression Models . . . . . . . . ??
Moliere Nguile-Makao and
Alexandre Bureau Semi-Parametric Maximum Likelihood
Method for Interaction in Case-Mother
Control-Mother Designs: Package
\pkgSPmlficmcm . . . . . . . . . . . . . ??
Russell V. Lenth Least-Squares Means: The R Package
\pkglsmeans . . . . . . . . . . . . . . ??
Beno\^\it Liquet and
Leonardo Bottolo and
Gianluca Campanella and
Sylvia Richardson and
Marc Chadeau-Hyam \pkgR2GUESS: A Graphics Processing
Unit-Based R Package for Bayesian
Variable Selection Regression of
Multivariate Responses . . . . . . . . . ??
Pierre Lafaye de Micheaux and
Viet Anh Tran \pkgPoweR: A Reproducible Research Tool
to Ease Monte Carlo Power Simulation
Studies for Goodness-of-fit Tests in R ??
Marius Hofert and
Martin Mächler Parallel and Other Simulations in R Made
Easy: An End-to-End Study . . . . . . . ??
Gregor Kastner Dealing with Stochastic Volatility in
Time Series Using the R Package
\pkgstochvol . . . . . . . . . . . . . . ??
David M. Smith and
Malcolm J. Faddy Mean and Variance Modeling of Under- and
Overdispersed Count Data . . . . . . . . ??
Keith T. Poole and
Jeffrey B. Lewis and
Howard Rosenthal and
James Lo and
Royce Carroll Recovering a Basic Space from Issue
Scales in R . . . . . . . . . . . . . . ??
Daniela Dunkler and
Willi Sauerbrei and
Georg Heinze Global, Parameterwise and Joint
Shrinkage Factor Estimation . . . . . . ??
Anita M. Thieler and
Roland Fried and
Jonathan Rathjens \pkgRobPer: An R Package to Calculate
Periodograms for Light Curves Based on
Robust Regression . . . . . . . . . . . ??
Saralees Nadarajah and
Ricardo Rocha \pkgNewdistns: An R Package for New
Families of Distributions . . . . . . . ??
Florian Gerber and
Thomas Gsponer \pkggsbDesign: An R Package for
Evaluating the Operating Characteristics
of a Group Sequential Bayesian Design ??
Aaron A. King and
Dao Nguyen and
Edward L. Ionides Statistical Inference for Partially
Observed Markov Processes via the R
Package \pkgpomp . . . . . . . . . . . . ??
Panagiotis Papastamoulis Code Snippet: \pkglabel.switching: An R
Package for Dealing with the Label
Switching Problem in MCMC Outputs . . . ??
Daniel M. Griffith and
Joseph A. Veech and
Charles J. Marsh Code Snippet: \pkgcooccur: Probabilistic
Species Co-Occurrence Analysis in R . . ??
Abdolvahab Khademi Book Review: \booktitleMultivariate
Statistics: Exercises and Solutions, 2nd
Edition . . . . . . . . . . . . . . . . ??
Jose M. Pavía Book Review: \booktitleHumanities Data
in R . . . . . . . . . . . . . . . . . . ??
Christophe Lalanne Book Review: \booktitleStatistical Data
Analytics. Foundations for Data Mining,
Informatics, and Knowledge Discovery . . ??
James E. Helmreich Book Review: \booktitleLearning Base R ??
Paul Webb Book Review: \booktitleExcel 2013 for
Social Sciences Statistics: A Guide to
Solving Practical Problems, Excel for
Statistics . . . . . . . . . . . . . . . ??
Dipankar Bandyopadhyay Book Review: \booktitleSampling Spatial
Units for Agricultural Surveys . . . . . ??
Julie Josse and
François Husson \pkgmissMDA: A Package for Handling
Missing Values in Multivariate Data
Analysis . . . . . . . . . . . . . . . . ??
Anders Ellern Bilgrau and
Poul Svante Eriksen and
Jakob Gulddahl Rasmussen and
Hans Erik Johnsen and
Karen Dybkaer and
Martin Boegsted \pkgGMCM: Unsupervised Clustering and
Meta-Analysis Using Gaussian Mixture
Copula Models . . . . . . . . . . . . . ??
Tobias Kley Quantile-Based Spectral Analysis in an
Object-Oriented Framework and a
Reference Implementation in R: The
\pkgquantspec Package . . . . . . . . . ??
Adam Kapelner and
Justin Bleich bartMachine: Machine Learning with
Bayesian Additive Regression Trees . . . ??
Kasper Kristensen and
Anders Nielsen and
Casper W. Berg and
Hans Skaug and
Bradley M. Bell TMB: Automatic Differentiation and
Laplace Approximation . . . . . . . . . ??
Juan José Fernández-Durán and
María Mercedes Gregorio-Domínguez \pkgCircNNTSR: An R Package for the
Statistical Analysis of Circular,
Multivariate Circular, and Spherical
Data Using Nonnegative Trigonometric
Sums . . . . . . . . . . . . . . . . . . ??
Claudio Agostinelli and
Alfio Marazzi and
Víctor J. Yohai and
Alex Randriamiharisoa Robust Estimation of the Generalized
Loggamma Model: The R Package
\pkgrobustloggamma . . . . . . . . . . . ??
Christopher Jackson \pkgflexsurv: A Platform for Parametric
Survival Modeling in R . . . . . . . . . ??
Xavier Fernández-i-Marín \pkgggmcmc: Analysis of MCMC Samples and
Bayesian Inference . . . . . . . . . . . ??
Maëlle Salmon and
Dirk Schumacher and
Michael Höhle Monitoring Count Time Series in R:
Aberration Detection in Public Health
Surveillance . . . . . . . . . . . . . . ??
George Kalema and
Geert Molenberghs Code Snippet: Generating Correlated
and/or Overdispersed Count Data: A SAS
Implementation . . . . . . . . . . . . . ??
Hong Wang and
Xu Zhang Code Snippet: Confidence Band for the
Differences between Two Direct Adjusted
Survival Curves . . . . . . . . . . . . ??
Marek Hlavac Code Snippet: \pkgTableMaker: An Excel
Macro for Publication-Quality Tables . . ??
James P. Howard II Book Review: \booktitleMeta-Analysis
with R . . . . . . . . . . . . . . . . . ??
James E. Helmreich Book Review: \booktitleRegression
Modeling Strategies with Applications to
Linear Models, Logistic and Ordinal
Regression and Survival Analysis (2nd
Edition) . . . . . . . . . . . . . . . . ??
Diego Andres Perez Ruiz Book Review: \booktitleModern
Optimization with R . . . . . . . . . . ??
Norman Matloff Book Review: \booktitleNumerical Python:
A Practical Techniques Approach for
Industry . . . . . . . . . . . . . . . . ??
Marlene Müller Book Review: \booktitleMultivariate
Nonparametric Regression and
Visualization With R and Applications to
Finance . . . . . . . . . . . . . . . . ??
Farzad Noorian and
Anthony M. de Silva and
Philip H. W. Leong \pkggramEvol: Grammatical Evolution in R ??
Dirk Eddelbuettel and
Murray Stokely and
Jeroen Ooms \pkgRProtoBuf: Efficient Cross-Language
Data Serialization in R . . . . . . . . ??
Danjie Zhang and
Ming-Hui Chen and
Joseph G. Ibrahim and
Mark E. Boye and
Wei Shen \pkgJMFit: A SAS Macro for Joint Models
of Longitudinal and Survival Data . . . ??
Norman Matloff Software Alchemy: Turning Complex
Statistical Computations into
Embarrassingly-Parallel Ones . . . . . . ??
R. Philip Chalmers Generating Adaptive and Non-Adaptive
Test Interfaces for Multidimensional
Item Response Theory Applications . . . ??
Magorzata Wojty\'s and
Giampiero Marra and
Rosalba Radice Copula Regression Spline Sample
Selection Models: The R Package
\pkgSemiParSampleSel . . . . . . . . . . ??
Todd C. Pataky \pkgrft1d: Smooth One-Dimensional Random
Field Upcrossing Probabilities in Python ??
Pablo J. Villacorta and
José L. Verdegay \pkgFuzzyStatProb: An R Package for the
Estimation of Fuzzy Stationary
Probabilities from a Sequence of
Observations of an Unknown Markov Chain ??
Matthew J. Denwood \pkgrunjags: An R Package Providing
Interface Utilities, Model Templates,
Parallel Computing Methods and
Additional Distributions for MCMC Models
in JAGS . . . . . . . . . . . . . . . . ??
Tomaz Hocevar and
Janez Demsar Computation of Graphlet Orbits for Nodes
and Edges in Sparse Graphs . . . . . . . ??
Peng Zhang and
Zhenguo Qiu and
Chengchun Shi \pkgsimplexreg: An R Package for
Regression Analysis of Proportional Data
Using the Simplex Distribution . . . . . ??
Ekhine Irurozki and
Borja Calvo and
Jose A. Lozano \pkgPerMallows: An R Package for Mallows
and Generalized Mallows Models . . . . . ??
Weihua An and
Xuefu Wang Code Snippet: \pkgLARF: Instrumental
Variable Estimation of Causal Effects
through Local Average Response Functions ??
Stephen W. Erickson and
Joshua C. Callaway Code Snippet: \pkgSNPMClust: Bivariate
Gaussian Genotype Clustering and Calling
for Illumina Microarrays . . . . . . . . ??
Abdolvahab Khademi Book Review: \booktitleBasics of Matrix
Algebra for Statistics with R, Nick
Fieller, Chapman & Hall/CRC, Boca Raton,
2016. ISBN 978-1-4987-1236-1. xviii +
226 pp. USD 59.95 (H).
\urlhttps://www.crcpress.com/9781498712361 ??
David W. Zeitler Book Review: \booktitleApplied
Multivariate Statistics with R, Daniel
Zelterman, Springer-Verlag, Switzerland,
2015. ISBN 978-3-319-14092-6. 393 pp.
USD 99.00 (Hardcover), USD 69.99
(eBook).
\urlhttp://www.springer.com/9783319140926 ??
Ulrike Grömping Book Review: \booktitlePractical Guide
to Logistic Regression, Joseph M. Hilbe,
Chapman & Hall/CRC, Boca Raton, 2016.
ISBN 978-1-4987-0957-6. 174 pp. USD
49.95 (P).
\urlhttps://www.crcpress.com/9781498709576 ??
Robert B. Gramacy \pkglaGP: Large-Scale Spatial Modeling
via Local Approximate Gaussian Processes
in R . . . . . . . . . . . . . . . . . . ??
Terrance D. Savitsky Bayesian Nonparametric Mixture
Estimation for Time-Indexed Functional
Data in R . . . . . . . . . . . . . . . ??
Alexis Gabadinho and
Gilbert Ritschard Analyzing State Sequences with
Probabilistic Suffix Trees: The \pkgPST
R Package . . . . . . . . . . . . . . . ??
Eric Ghysels and
Virmantas Kvedaras and
Vaidotas Zemlys Mixed Frequency Data Sampling Regression
Models: The R Package \pkgmidasr . . . . ??
Yumi Kondo and
Matias Salibian-Barrera and
Ruben Zamar \pkgRSKC: An R Package for a Robust and
Sparse $K$-Means Clustering Algorithm ??
William McIlhagga \pkgpenalized: A MATLAB Toolbox for
Fitting Generalized Linear Models with
Penalties . . . . . . . . . . . . . . . ??
Dimitris Rizopoulos The R Package JMbayes for Fitting Joint
Models for Longitudinal and
Time-to-Event Data Using MCMC . . . . . ??
Eric Gilleland and
Richard W. Katz \pkgextRemes 2.0: An Extreme Value
Analysis Package in R . . . . . . . . . ??
Marek Hlavac \pkgExtremeBounds: Extreme Bounds
Analysis in R . . . . . . . . . . . . . ??
Zhengzheng Zhang and
Richard M. A. Parker and
Christopher M. J. Charlton and
George Leckie and
William J. Browne \pkgR2MLwiN: A Package to Run MLwiN from
within R . . . . . . . . . . . . . . . . ??
Alessio Crippa and
Nicola Orsini Code Snippet: Multivariate Dose-Response
Meta-Analysis: The \pkgdosresmeta R
Package . . . . . . . . . . . . . . . . ??
John Lawson and
Cameron Willden Code Snippet: Mixture Experiments in R
Using \pkgmixexp . . . . . . . . . . . . ??
Ezra Haber Glenn Book Review: \booktitleSpatial
Microsimulation with R, Robin Lovelace
and Morgane Dumont, Chapman & Hall/CRC,
Boca Raton, 2016. ISBN
978-1-4987-1154-8. 259 pp. USD 89.95
(P), 62.97 (eBook).
\urlhttps://www.crcpress.com/9781498711548 ??
Abdolvahab Khademi Book Review: \booktitleApplied
Univariate, Bivariate, and Multivariate
Statistics . . . . . . . . . . . . . . . ??
Norm Matloff Book Review: \booktitleA User's Guide to
Network Analysis in R, Douglas A. Luke,
Springer-Verlag, New York, 2015. ISBN
978-3-319-23882-1. 238 pp. USD 59.99
(P).
\urlhttp://www.springer.com/9783319238821 ??
Patrick Mair and
Katharine Mullen Honoring the Lion: A Festschrift for Jan
de Leeuw . . . . . . . . . . . . . . . . ??
John Fox and
Allison Leanage R and the \booktitleJournal of
Statistical Software . . . . . . . . . . ??
Pieter M. Kroonenberg My Multiway Analysis: From Jan de Leeuw
to \pkgTWPack and Back . . . . . . . . . ??
Peter G. M. van der Heijden and
Stef van Buuren Looking Back at the \pkgGifi System of
Nonlinear Multivariate Analysis . . . . ??
John Gower Biometrics and Psychometrics: Origins,
Commonalities and Differences . . . . . ??
François Husson and
Julie Josse and
Gilbert Saporta Jan de Leeuw and the French School of
Data Analysis . . . . . . . . . . . . . ??
Yoshio Takane My Early Interactions with Jan and Some
of His Lost Papers . . . . . . . . . . . ??
Patrick J. F. Groenen and
Michel van de Velden Multidimensional Scaling by
Majorization: A Review . . . . . . . . . ??
Donald Ylvisaker Jan de Leeuw and Statistics at UCLA . . ??
Benjamin Hofner and
Andreas Mayr and
Matthias Schmid \pkggamboostLSS: An R Package for Model
Building and Variable Selection in the
GAMLSS Framework . . . . . . . . . . . . ??
Ann Cathrice George and
Alexander Robitzsch and
Thomas Kiefer and
Jürgen Groß and
Ali Ünlü The R Package \pkgCDM for Cognitive
Diagnosis Models . . . . . . . . . . . . ??
Pieter Schoonees and
Niël le Roux and
Roelof Coetzer Flexible Graphical Assessment of
Experimental Designs in R: The \pkgvdg
Package . . . . . . . . . . . . . . . . ??
Michael Scholz R Package \pkgclickstream: Analyzing
Clickstream Data with Markov Chains . . ??
Jorge N. Tendeiro and
Rob R. Meijer and
A. Susan M. Niessen \pkgPerFit: An R Package for Person-Fit
Analysis in IRT . . . . . . . . . . . . ??
Saman Jirjies and
Garrick Wallstrom and
Rolf U. Halden and
Matthew Scotch \pkgpyJacqQ: Python Implementation of
Jacquez's $Q$-Statistics for Space-Time
Clustering of Disease Exposure in
Case-Control Studies . . . . . . . . . . ??
Alexander Kowarik and
Matthias Templ Imputation with the R Package VIM . . . ??
Anthony D. Albano \pkgequate: An R Package for
Observed-Score Linking and Equating . . ??
Volodymyr Melnykov \pkgClickClust: An R Package for
Model-Based Clustering of Categorical
Sequences . . . . . . . . . . . . . . . ??
Mauricio Sarrias Discrete Choice Models with Random
Parameters in R: The \pkgRchoice Package ??
Beata Nowok and
Gillian M. Raab and
Chris Dibben \pkgsynthpop: Bespoke Creation of
Synthetic Data in R . . . . . . . . . . ??
Evangelos Kontopantelis and
David A. Springate and
Rosa Parisi and
David Reeves Simulation-Based Power Calculations for
Mixed Effects Modeling: \pkgipdpower in
Stata . . . . . . . . . . . . . . . . . ??
Pietro Giorgio Lovaglio and
Gianmarco Vacca Code Snippet: \pkg%ERA: A SAS Macro for
Extended Redundancy Analysis . . . . . . ??
Alireza S. Mahani and
Asad Hasan and
Marshall Jiang and
Mansour T. A. Sharabiani Code Snippet: Stochastic Newton Sampler:
The R Package \pkgsns . . . . . . . . . ??
James P. Howard II Book Review: \booktitlePolitical
Analysis Using R, James E. Monogan III,
Springer-Verlag, New York, 2015. ISBN
978-3-319-23446-5. 242 pp. USD 59.99
(S).
\urlhttp://www.springer.com/9783319234458 ??
Casey M. Jelsema and
Shyamal D. Peddada \pkgCLME: An R Package for Linear Mixed
Effects Models under Inequality
Constraints . . . . . . . . . . . . . . ??
Giles Hooker and
James O. Ramsay and
Luo Xiao \pkgCollocInfer: Collocation Inference
in Differential Equation Models . . . . ??
Asad Hasan and
Zhiyu Wang and
Alireza S. Mahani Fast Estimation of Multinomial Logit
Models: R Package \pkgmnlogit . . . . . ??
Christoph Bergmeir and
Daniel Molina and
José M. Benítez Memetic Algorithms with Local Search
Chains in R: The \pkgRmalschains Package ??
Hana Sevcíková and
Adrian E. Raftery \pkgbayesPop: Probabilistic Population
Projections . . . . . . . . . . . . . . ??
Manuel Koller \pkgrobustlmm: An R Package for Robust
Estimation of Linear Mixed-Effects
Models . . . . . . . . . . . . . . . . . ??
Simon N. Wood Just Another Gibbs Additive Modeler:
Interfacing \pkgJAGS and \pkgmgcv . . . ??
Rebecca Killick Book Review: \booktitleIntroductory
Statistics and Analytics: A Resampling
Perspective . . . . . . . . . . . . . . ??
Virgilio Gómez-Rubio Book Review: \booktitleSpatial Point
Patterns: Methodology and Applications
with R . . . . . . . . . . . . . . . . . ??
Tim Downie Book Review: \booktitleUsing the R
Commander: A Point-and-Click Interface
for R . . . . . . . . . . . . . . . . . ??
Bob Carpenter and
Andrew Gelman and
Matthew D. Hoffman and
Daniel Lee and
Ben Goodrich and
Michael Betancourt and
Marcus Brubaker and
Jiqiang Guo and
Peter Li and
Allen Riddell \pkgStan: A Probabilistic Programming
Language . . . . . . . . . . . . . . . . ??
Jari Miettinen and
Klaus Nordhausen and
Sara Taskinen Blind Source Separation Based on Joint
Diagonalization in R: The Packages
\pkgJADE and \pkgBSSasymp . . . . . . . ??
Marcello Chiodi and
Giada Adelfio Mixed Non-Parametric and Parametric
Estimation Techniques in R Package
\pkgetasFLP for Earthquakes' Description ??
Woodrow W. Burchett and
Amanda R. Ellis and
Solomon W. Harrar and
Arne C. Bathke Nonparametric Inference for Multivariate
Data: The R Package \pkgnpmv . . . . . . ??
Víctor H. Cervantes \pkgDFIT: An R Package for Raju's
Differential Functioning of Items and
Tests Framework . . . . . . . . . . . . ??
Inmaculada C. Álvarez and
Javier Barbero and
José L. Zofío A Panel Data Toolbox for MATLAB . . . . ??
Dries F. Benoit and
Dirk Van den Poel \pkgbayesQR: A Bayesian Approach to
Quantile Regression . . . . . . . . . . ??
Tim Benham and
Qibin Duan and
Dirk P. Kroese and
Beno\^\it Liquet \pkgCEoptim: Cross-Entropy R Package for
Optimization . . . . . . . . . . . . . . ??
Parmeet Singh Bhatia and
Serge Iovleff and
Gérard Govaert \pkgblockcluster: An R Package for
Model-Based Co-Clustering . . . . . . . ??
Tomás Sieger and
Catherine B. Hurley and
Karel Fiser and
Claudia Beleites Interactive Dendrograms: The R Packages
\pkgidendro and \pkgidendr0 . . . . . . ??
Johan Steen and
Tom Loeys and
Beatrijs Moerkerke and
Stijn Vansteelandt \pkgmedflex: An R Package for Flexible
Mediation Analysis using Natural Effect
Models . . . . . . . . . . . . . . . . . ??
Santtu Tikka and
Juha Karvanen Identifying Causal Effects with the R
Package \pkgcausaleffect . . . . . . . . ??
Jacob van Etten R Package \pkggdistance: Distances and
Routes on Geographical Grids . . . . . . ??
Michael Hahsler and
Matthew Bolaños and
John Forrest Introduction to \pkgstream: An
Extensible Framework for Data Stream
Clustering Research with R . . . . . . . ??
David Magis and
Juan Ramon Barrada Code Snippet: Computerized Adaptive
Testing with R: Recent Updates of the
Package \pkgcatR . . . . . . . . . . . . ??
Virgilio Gómez-Rubio Book Review: \booktitleWorking with the
American Community Survey in R: A Guide
to Using the \pkgacs Package . . . . . . ??
James E. Helmreich Book Review: \booktitleStatistical
Analysis and Data Display: An
Intermediate Course with Examples in R
(2nd Edition) . . . . . . . . . . . . . ??
Marvin N. Wright and
Andreas Ziegler \pkgranger: A Fast Implementation of
Random Forests for High Dimensional Data
in C++ and R . . . . . . . . . . . . . . ??
Marco Scutari Bayesian Network Constraint-Based
Structure Learning Algorithms: Parallel
and Optimized Implementations in the
\pkgbnlearn R Package . . . . . . . . . ??
He Zhao and
Graham J. Williams and
Joshua Zhexue Huang \pkgwsrf: An R Package for
Classification with Scalable Weighted
Subspace Random Forests . . . . . . . . ??
Benjamin M. Taylor and
Barry S. Rowlingson \pkgspatsurv: An R Package for Bayesian
Inference with Spatial Survival Models ??
Charles C. Driver and
Johan H. L. Oud and
Manuel C. Voelkle Continuous Time Structural Equation
Modeling with R Package \pkgctsem . . . ??
Guillermo Vinué \pkgAnthropometry: An R Package for
Analysis of Anthropometric Data . . . . ??
Nora Umbach and
Katharina Naumann and
Holger Brandt and
Augustin Kelava Fitting Nonlinear Structural Equation
Models in R with Package \pkgnlsem . . . ??
Guido Masarotto and
Cristiano Varin Gaussian Copula Regression in R . . . . ??
Pierre-André Cornillon and
Nicolas Hengartner and
Eric Matzner-Lòber Iterative Bias Reduction Multivariate
Smoothing in R: The \pkgibr Package . . ??
Adriano Zanin Zambom and
Michael G. Akritas \pkgNonpModelCheck: An R Package for
Nonparametric Lack-of-Fit Testing and
Variable Selection . . . . . . . . . . . ??
Sebastian Meyer and
Leonhard Held and
Michael Höhle Spatio-Temporal Analysis of Epidemic
Phenomena Using the R Package
\pkgsurveillance . . . . . . . . . . . . ??
Amélie Anota and
Marion Savina and
Caroline Bascoul-Mollevi and
Franck Bonnetain \pkgQoLR: An R Package for the
Longitudinal Analysis of Health-Related
Quality of Life in Oncology . . . . . . ??
Balasubramanian Narasimhan and
Daniel L. Rubin and
Samuel M. Gross and
Marina Bendersky and
Philip W. Lavori Software for Distributed Computation on
Medical Databases: A Demonstration
Project . . . . . . . . . . . . . . . . ??
Erich J. Greene Code Snippet: A SAS Macro for
Covariate-Constrained Randomization of
General Cluster-Randomized and
Unstratified Designs . . . . . . . . . . ??
Christopher Lortie Book Review: \booktitleR for Data
Science . . . . . . . . . . . . . . . . ??
Virgilio Gómez-Rubio Book Review: \booktitle\pkgggplot2 ---
Elegant Graphics for Data Analysis (2nd
Edition) . . . . . . . . . . . . . . . . ??
Oliver Kirchkamp and
Hiltrud Niggemann Book Review: \booktitleAn Introduction
to Stata Programming (2nd Edition) . . . ??
Javier Royuela-del-Val and
Federico Simmross-Wattenberg and
Carlos Alberola-López \pkglibstable: Fast, Parallel, and
High-Precision Computation of $ \alpha
$-Stable Distributions in R, C/C++, and
MATLAB . . . . . . . . . . . . . . . . . ??
Cécile Proust-Lima and
Viviane Philipps and
Benoit Liquet Estimation of Extended Mixed Models
Using Latent Classes and Latent
Processes: The R Package \pkglcmm . . . ??
Jerker Nordh \pkgpyParticleEst: A Python Framework
for Particle-Based Estimation Methods ??
Niki Zumbrunnen and
Lutz Dümbgen \pkgpvclass: An R Package for $p$ Values
for Classification . . . . . . . . . . . ??
Hyungsuk Tak and
Joseph Kelly and
Carl Morris \pkgRgbp: An R Package for Gaussian,
Poisson, and Binomial Random Effects
Models with Frequency Coverage
Evaluations . . . . . . . . . . . . . . ??
Antonio Canale \pkgmsBP: An R Package to Perform
Bayesian Nonparametric Inference Using
Multiscale Bernstein Polynomials
Mixtures . . . . . . . . . . . . . . . . ??
Abdolvahab Khademi Book Review: \booktitleMultivariate
Analysis with LISREL . . . . . . . . . . ??
Stefano M. Iacus Book Review: \booktitleBig Data and
Social Science --- A Practical Guide to
Methods and Tools . . . . . . . . . . . ??
Andreas Rosenblad Book Review: \booktitleMultivariate
Statistical Methods: A Primer (4th
Edition) . . . . . . . . . . . . . . . . ??
Hakan Demirtas and
Rachel Nordgren Book Review: \booktitleIntroduction to
Scientific Programming and Simulation
Using R (2nd Edition) . . . . . . . . . ??
Nalan Bastürk and
Stefano Grassi and
Lennart Hoogerheide and
Anne Opschoor and
Herman K. van Dijk The R Package \pkgMitISEM: Efficient and
Robust Simulation Procedures for
Bayesian Inference . . . . . . . . . . . ??
Mauricio Sarrias and
Ricardo Daziano Multinomial Logit Models with Continuous
and Discrete Individual Heterogeneity in
R: The \pkggmnl Package . . . . . . . . ??
Jeremy Ferwerda and
Jens Hainmueller and
Chad J. Hazlett Kernel-Based Regularized Least Squares
in R (\pkgKRLS) and Stata (\pkgkrls) . . ??
Robert G. Pearce and
R. Woodrow Setzer and
Cory L. Strope and
Nisha S. Sipes and
John F. Wambaugh \pkghttk: R Package for High-Throughput
Toxicokinetics . . . . . . . . . . . . . ??
Sandra de Iaco The \pkgcgeostat Software for Analyzing
Complex-Valued Random Fields . . . . . . ??
Julian Taylor and
David Butler R Package ASMap: Efficient Genetic
Linkage Map Construction and Diagnosis ??
Célia Touraine and
Thomas A. Gerds and
Pierre Joly SmoothHazard: An R Package for Fitting
Regression Models to Interval-Censored
Observations of Illness-Death Models . . ??
Riccardo Lucchetti and
Claudia Pigini DPB: Dynamic Panel Binary Data Models in
\pkggretl . . . . . . . . . . . . . . . ??
Abdelaati Daouia and
Thibault Laurent and
Hohsuk Noh \pkgnpbr: A Package for Nonparametric
Boundary Regression in R . . . . . . . . ??
Matthias Templ and
Bernhard Meindl and
Alexander Kowarik and
Olivier Dupriez Simulation of Synthetic Complex Data:
The R Package \pkgsimPop . . . . . . . . ??
Sarah Friedrich and
Frank Konietschke and
Markus Pauly Code Snippet: \pkgGFD: An R Package for
the Analysis of General Factorial
Designs . . . . . . . . . . . . . . . . ??
Michael C. Sachs Code Snippet: \pkgplotROC: A Tool for
Plotting ROC Curves . . . . . . . . . . ??
Hakan Demirtas Book Review: \booktitleBayesian
Computation with R (2nd Edition) . . . . ??
Paul-Christian Bürkner \pkgbrms: An R Package for Bayesian
Multilevel Models Using \pkgStan . . . . ??
Michael P. Wallace and
Erica E. M. Moodie and
David A. Stephens Dynamic Treatment Regimen Estimation via
Regression-Based Techniques: Introducing
R Package \pkgDTRreg . . . . . . . . . . ??
Emmanuelle Comets and
Audrey Lavenu and
Marc Lavielle Parameter Estimation in Nonlinear Mixed
Effect Models Using \pkgsaemix, an R
Implementation of the SAEM Algorithm . . ??
Stefano M. Iacus and
Lorenzo Mercuri and
Edit Rroji COGARCH$ (p, q) $: Simulation and
Inference with the \pkgyuima Package . . ??
Lifeng Lin and
Jing Zhang and
James S. Hodges and
Haitao Chu Performing Arm-Based Network
Meta-Analysis in R with the
\pkgpcnetmeta Package . . . . . . . . . ??
Reto Bürgin and
Gilbert Ritschard Coefficient-Wise Tree-Based Varying
Coefficient Regression with \pkgvcrpart ??
Vincenzo Lagani and
Giorgos Athineou and
Alessio Farcomeni and
Michail Tsagris and
Ioannis Tsamardinos Feature Selection with the R Package
\pkgMXM: Discovering Statistically
Equivalent Feature Subsets . . . . . . . ??
Abdolvahab Khademi Book Review: \booktitleHidden Markov
Models for Time Series: An Introduction
Using R (2nd Edition) . . . . . . . . . ??
Tim Downie Book Review: \booktitleModern Data
Science with R . . . . . . . . . . . . . ??
Michel Lang Book Review: \booktitleEfficient R
Programming . . . . . . . . . . . . . . ??
Samuel D. Lendle and
Joshua Schwab and
Maya L. Petersen and
Mark J. van der Laan \pkgltmle: An R Package Implementing
Targeted Minimum Loss-Based Estimation
for Longitudinal Data . . . . . . . . . ??
Oleg Sofrygin and
Mark J. van der Laan and
Romain Neugebauer \pkgsimcausal R Package: Conducting
Transparent and Reproducible Simulation
Studies of Causal Effect Estimation with
Complex Longitudinal Data . . . . . . . ??
Agnieszka Król and
Audrey Mauguen and
Yassin Mazroui and
Alexandre Laurent and
Stefan Michiels and
Virginie Rondeau Tutorial in Joint Modeling and
Prediction: A Statistical Software for
Correlated Longitudinal Outcomes,
Recurrent Events and a Terminal Event ??
Francesco Bartolucci and
Silvia Pandolfi and
Fulvia Pennoni \pkgLMest: An R Package for Latent
Markov Models for Longitudinal
Categorical Data . . . . . . . . . . . . ??
Mark O'Connell and
Catherine B. Hurley and
Katarina Domijan Conditional Visualization for
Statistical Models: An Introduction to
the \pkgcondvis Package in R . . . . . . ??
Jonathan Holtkamp and
Bernhard Brümmer Stochastic Frontier Analysis Using SFAMB
for \pkgOx . . . . . . . . . . . . . . . ??
Daniel H. Caro and
Przemyslaw Biecek \pkgintsvy: An R Package for Analyzing
International Large-Scale Assessment
Data . . . . . . . . . . . . . . . . . . ??
Meinhard Kieser and
Marius Wirths and
Stefan Englert and
Cornelia Ursula Kunz and
Geraldine Rauch OneArmPhaseTwoStudy: An R Package for
Planning, Conducting, and Analysing
Single-Arm Phase II Studies . . . . . . ??
Chen Dong and
Michel Wedel BANOVA: An R Package for Hierarchical
Bayesian ANOVA . . . . . . . . . . . . . ??
Rafael A. Moral and
John Hinde and
Clarice G. B. Demétrio Half-Normal Plots and Overdispersed
Models in R: The \pkghnp Package . . . . ??
Luigi Curini and
Stefano M. Iacus Nash Optimal Party Positions: The
\pkgnopp R Package . . . . . . . . . . . ??
Clifford Anderson-Bergman \pkgicenReg: Regression Models for
Interval Censored Data in R . . . . . . ??
Ken J. Beath \pkgrandomLCA: An R Package for Latent
Class with Random Effects Analysis . . . ??
Mark D. Risser and
Catherine A. Calder Local Likelihood Estimation for
Covariance Functions with
Spatially-Varying Parameters: The
\pkgconvoSPAT Package for R . . . . . . ??
Ramon Oller and
Klaus Langohr \pkgFHtest: An R Package for the
Comparison of Survival Curves with
Censored Data . . . . . . . . . . . . . ??
Itamar Caspi Code Snippet: \pkgRtadf: Testing for
Bubbles with EViews . . . . . . . . . . ??
Cai Li and
Hua Zhou Code Snippet: \pkgsvt: Singular Value
Thresholding in MATLAB . . . . . . . . . ??
Håkon Otneim Book Review: \booktitleBusiness
Analytics Using R --- A Practical
Approach . . . . . . . . . . . . . . . . ??
Ulrike Grömping Book Review: \booktitleData
Visualisation with R: 100 Examples . . . ??
Gabriel Becker and
Cory Barr and
Robert Gentleman and
Michael Lawrence Enhancing Reproducibility and
Collaboration via Management of R
Package \pkgCohorts . . . . . . . . . . ??
Bradley C. Saul and
Michael G. Hudgens A Recipe for inferference: Start with
Causal Inference. Add Interference. Mix
Well with R . . . . . . . . . . . . . . ??
Giovanni Millo Robust Standard Error Estimators for
Panel Models: A Unifying Approach . . . ??
Sara Perez-Jaume and
Konstantina Skaltsa and
Nat\`alia Pallar\`es and
Josep L. Carrasco \pkgThresholdROC: Optimum Threshold
Estimation Tools for Continuous
Diagnostic Tests in R . . . . . . . . . ??
Tobias Liboschik and
Konstantinos Fokianos and
Roland Fried \pkgtscount: An R Package for Analysis
of Count Time Series Following
Generalized Linear Models . . . . . . . ??
Tomokazu Fujino vdmR: Generating Web-Based Visual Data
Mining Tools with R . . . . . . . . . . ??
Hannah Frick and
Ioannis Kosmidis trackeR: Infrastructure for Running and
Cycling Data from GPS-Enabled Tracking
Devices in R . . . . . . . . . . . . . . ??
Roger Koenker and
Jiaying Gu REBayes: An R Package for Empirical
Bayes Mixture Methods . . . . . . . . . ??
Jianxin Pan and
Yi Pan \pkgjmcm: An R Package for Joint
Mean-Covariance Modeling of Longitudinal
Data . . . . . . . . . . . . . . . . . . ??
Michael Braun sparseHessianFD: An R Package for
Estimating Sparse Hessian Matrices . . . ??
Przemyslaw Biecek and
Marcin Kosi\'nski \pkgarchivist: An R Package for
Managing, Recording and Restoring Data
Analysis Results . . . . . . . . . . . . ??
Marta Sestelo and
Nora M. Villanueva and
Luis Meira-Machado and
Javier Roca-Pardiñas \pkgnpregfast: An R Package for
Nonparametric Estimation and Inference
in Life Sciences . . . . . . . . . . . . ??
Alexandra Kuznetsova and
Per B. Brockhoff and
Rune H. B. Christensen \pkglmerTest Package: Tests in Linear
Mixed Effects Models . . . . . . . . . . ??
Victoria N. Nyaga and
Marc Arbyn and
Marc Aerts Code Snippet: \pkgCopulaDTA: An R
Package for Copula-Based Bivariate
Beta-Binomial Models for Diagnostic Test
Accuracy Studies in a Bayesian Framework ??
Christophe Lalanne Book Review: \booktitleStatistical
Analysis of Questionnaires: A Unified
Approach Based on R and Stata . . . . . ??
Jingyi Guo and
Andrea Riebler \pkgmeta4diag: Bayesian Bivariate
Meta-Analysis of Diagnostic Test Studies
for Routine Practice . . . . . . . . . . ??
Diego Franco Saldana and
Yang Feng \pkgSIS: An R Package for Sure
Independence Screening in
Ultrahigh-Dimensional Statistical Models ??
Sharon X. Lee and
Geoffrey J. McLachlan \pkgEMMIXcskew: An R Package for the
Fitting of a Mixture of Canonical
Fundamental Skew t-Distributions . . . . ??
Zachary D. Weller \pkgspTest: An R Package Implementing
Nonparametric Tests of Isotropy . . . . ??
Seung Won Hyun and
Weng Kee Wong and
Yarong Yang \pkgVNM: An R Package for Finding
Multiple-Objective Optimal Designs for
the $4$-Parameter Logistic Model . . . . ??
Philip Leifeld and
Skyler J. Cranmer and
Bruce A. Desmarais Temporal Exponential Random Graph Models
with btergm: Estimation and Bootstrap
Confidence Intervals . . . . . . . . . . ??
Jeffrey L. Andrews and
Jaymeson R. Wickins and
Nicholas M. Boers and
Paul D. McNicholas \pkgteigen: An R Package for Model-Based
Clustering and Classification via the
Multivariate t Distribution . . . . . . ??
Eun-Kyung Lee \pkgPPtreeViz: An R Package for
Visualizing Projection Pursuit
Classification Trees . . . . . . . . . . ??
Garth Tarr and
Samuel Müller and
Alan H. Welsh \pkgmplot: An R Package for Graphical
Model Stability and Variable Selection
Procedures . . . . . . . . . . . . . . . ??
Vanesa Balboa and
Jacobo de Uña-Álvarez Estimation of Transition Probabilities
for the Illness-Death Model: Package
\pkgTP.idm . . . . . . . . . . . . . . . ??
Chris Groendyke and
David Welch \pkgepinet: An R Package to Analyze
Epidemics Spread across Contact Networks ??
Peter Calhoun and
Xiaogang Su and
Martha Nunn and
Juanjuan Fan Constructing Multivariate Survival
Trees: The \pkgMST Package for R . . . . ??
Alexander H. Foss and
Marianthi Markatou \pkgkamila: Clustering Mixed-Type Data
in R and Hadoop . . . . . . . . . . . . ??
Colin Fay Book Review: \booktitleText Mining with
R: A Tidy Approach . . . . . . . . . . . ??
James E. Helmreich Book Review: \booktitleThe R Primer (2nd
ed.) . . . . . . . . . . . . . . . . . . ??
Tim Downie Book Review: \booktitleVisualizing
Baseball . . . . . . . . . . . . . . . . ??
Luca Scrucca and
Adrian E. Raftery \pkgclustvarsel: A Package Implementing
Variable Selection for Gaussian
Model-Based Clustering in R . . . . . . ??
Daniela Dunkler and
Meinhard Ploner and
Michael Schemper and
Georg Heinze Weighted Cox Regression Using the R
Package \pkgcoxphw . . . . . . . . . . . ??
Andrés M. Villegas and
Vladimir K. Kaishev and
Pietro Millossovich \pkgStMoMo: An R Package for Stochastic
Mortality Modeling . . . . . . . . . . . ??
Wagner Hugo Bonat Multiple Response Variables Regression
Models in R: The \pkgmcglm Package . . . ??
Yang Hu and
Carl Scarrott \pkgevmix: An R package for Extreme
Value Mixture Modeling, Threshold
Estimation and Boundary Corrected Kernel
Density Estimation . . . . . . . . . . . ??
Martijn Tennekes \pkgtmap: Thematic Maps in R . . . . . . ??
Thomas Nagler \pkgkdecopula: An R Package for the
Kernel Estimation of Bivariate Copula
Densities . . . . . . . . . . . . . . . ??
Samuel M. Jenness and
Steven M. Goodreau and
Martina Morris \pkgEpiModel: An R Package for
Mathematical Modeling of Infectious
Disease over Networks . . . . . . . . . ??
Duncan Lee and
Alastair Rushworth and
Gary Napier Spatio-Temporal Areal Unit Modeling in R
with Conditional Autoregressive Priors
Using the \pkgCARBayesST Package . . . . ??
Karl Sjöstrand and
Line Harder Clemmensen and
Rasmus Larsen and
Gudmundur Einarsson and
Bjarne Ersbòll \pkgSpaSM: A MATLAB Toolbox for Sparse
Statistical Modeling . . . . . . . . . . ??
Leopoldo Catania and
Nima Nonejad Dynamic Model Averaging for
Practitioners in Economics and Finance:
The \pkgeDMA Package . . . . . . . . . . ??
Alberto Garcia-Hernandez and
Dimitris Rizopoulos \pkg%JM: A SAS Macro to Fit Jointly
Generalized Mixed Models for
Longitudinal Data and Time-to-Event
Responses . . . . . . . . . . . . . . . ??
Jed Long and
Colin Robertson and
Trisalyn Nelson Code Snippet: \pkgstampr:
Spatial-Temporal Analysis of Moving
Polygons in R . . . . . . . . . . . . . ??
Christine Hohensinn Code Snippet: \pkgpcIRT: An R Package
for Polytomous and Continuous Rasch
Models . . . . . . . . . . . . . . . . . ??
Johannes Graumann and
Richard Cotton Code Snippet: \pkgmultipanelfigure:
Simple Assembly of Multiple Plots and
Images into a Compound Figure . . . . . ??
Abdolvahab Khademi Book Review: \booktitleStatistical
Intervals: A Guide for Practitioners and
Researchers (2nd Edition) . . . . . . . ??
Abdolvahab Khademi Book Review: \booktitleComplex Survey
Data Analysis with SAS . . . . . . . . . ??
Michael Schweinberger and
Pamela Luna \pkghergm: Hierarchical
Exponential-Family Random Graph Models ??
Daniel W. Heck and
Morten Moshagen \pkgRRreg: An R Package for Correlation
and Regression Analyses of Randomized
Response Data . . . . . . . . . . . . . ??
Weilong Hu and
Yannis Pantazis and
Markos A. Katsoulakis \pkgISAP --- MATLAB Package for
Sensitivity Analysis of High-Dimensional
Stochastic Chemical Networks . . . . . . ??
Edgar C. Merkle and
Yves Rosseel \pkgblavaan: Bayesian Structural
Equation Models via Parameter Expansion ??
Ulrike Grömping R Package \pkgDoE.base for Factorial
Experiments . . . . . . . . . . . . . . ??
Jing Hua Zhao and
Jian'an Luan and
Peter Congdon Bayesian Linear Mixed Models with
Polygenic Effects . . . . . . . . . . . ??
Chenguang Wang and
Thomas A. Louis and
Nicholas C. Henderson and
Carlos O. Weiss and
Ravi Varadhan \pkgbeanz: An R Package for Bayesian
Analysis of Heterogeneous Treatment
Effects with a Graphical User Interface ??
Diane Uschner and
David Schindler and
Ralf-Dieter Hilgers and
Nicole Heussen \pkgrandomizeR: An R Package for the
Assessment and Implementation of
Randomization in Clinical Trials . . . . ??
Christina Yassouridis and
Dominik Ernst and
Friedrich Leisch Generalization, Combination and
Extension of Functional Clustering
Algorithms: The R Package \pkgfuncy . . ??
Antonio Punzo and
Angelo Mazza and
Paul D. McNicholas \pkgContaminatedMixt: An R Package for
Fitting Parsimonious Mixtures of
Multivariate Contaminated Normal
Distributions . . . . . . . . . . . . . ??
Marcus W. Beck \pkgNeuralNetTools: Visualization and
Analysis Tools for Neural Networks . . . ??
Michal Drami\'nski and
Jacek Koronacki \pkgrmcfs: An R Package for Monte Carlo
Feature Selection and Interdependency
Discovery . . . . . . . . . . . . . . . ??
Christofer L. Bäcklin and
Mats G. Gustafsson Developer-Friendly and Computationally
Efficient Predictive Modeling without
Information Leakage: The \pkgemil
Package for R . . . . . . . . . . . . . ??
K. Thomas Klasson Code Snippet: \pkgQXLA: Adding Upper
Quantiles for the Studentized Range to
Excel for Multiple Comparison Procedures ??
Daniel Grose Book Review: \booktitleTesting R Code ??
Xavier Barber Book Review: \booktitleFlexible
Regression and Smoothing: Using GAMLSS
in R . . . . . . . . . . . . . . . . . . ??
Christopher Lortie Book Review: \booktitleApplied Time
Series Analysis with R (2nd Edition) . . ??
Hakan Demirtas Book Review: \booktitleFlexible
Imputation of Missing Data . . . . . . . ??
Stéphanie Bougeard and
Stéphane Dray Supervised Multiblock Analysis in R with
the \pkgade4 Package . . . . . . . . . . ??
Angelo Mazza and
Antonio Punzo and
Salvatore Ingrassia \pkgflexCWM: A Flexible Framework for
Cluster-Weighted Models . . . . . . . . ??
Felix Pretis and
J. James Reade and
Genaro Sucarrat Automated General-to-Specific (GETS)
Regression Modeling and Indicator
Saturation for Outliers and Structural
Breaks . . . . . . . . . . . . . . . . . ??
John V. Monaco and
Malka Gorfine and
Li Hsu General Semiparametric Shared Frailty
Model: Estimation and Simulation with
\pkgfrailtySurv . . . . . . . . . . . . ??
David Bolin and
Finn Lindgren Calculating Probabilistic Excursion Sets
and Related Quantities Using
\pkgexcursions . . . . . . . . . . . . . ??
Yukinobu Hamuro and
Masakazu Nakamoto and
Stephane Cheung and
Edward H. Ip \pkgmbonsai: Application Package for
Sequence Classification by Tree
Methodology . . . . . . . . . . . . . . ??
Brendon J. Brewer and
Daniel Foreman-Mackey \pkgDNest4: Diffusive Nested Sampling in
C++ and Python . . . . . . . . . . . . . ??
Richard Beare and
Bradley Lowekamp and
Ziv Yaniv Image Segmentation, Registration and
Characterization in R with \pkgSimpleITK ??
Mark W. Donoghoe and
Ian C. Marschner \pkglogbin: An R Package for Relative
Risk Regression Using the Log-Binomial
Model . . . . . . . . . . . . . . . . . ??
Pablo Emilio Verde \pkgbamdit: An R Package for Bayesian
Meta-Analysis of Diagnostic Test Data ??
Christian Panse Code Snippet: Rectangular Statistical
Cartograms in R: The \pkgrecmap Package ??
Johan Barthélemy and
Thomas Suesse Code Snippet: \pkgmipfp: An R Package
for Multidimensional Array Fitting and
Simulating Multivariate Bernoulli
Distributions . . . . . . . . . . . . . ??
Charles J. Marsh and
Louise J. Barwell and
Yoni Gavish and
William E. Kunin Code Snippet: \pkgdownscale: An R
Package for Downscaling Species
Occupancy from Coarse-Grain Data to
Predict Occupancy at Fine-Grain Sizes ??
Alfonso Iodice D'Enza and
Angelos Markos and
Davide Buttarazzi Code Snippet: The \pkgidm Package:
Incremental Decomposition Methods in R ??
Joseph Rigdon and
Michael Baiocchi and
Sanjay Basu Code Snippet: Near-Far Matching in R:
The \pkgnearfar Package . . . . . . . . ??
Virgilio Gomez-Rubio Book Review: \booktitleGeneralized
Additive Models: An Introduction with R
(2nd Edition) . . . . . . . . . . . . . ??
Hakan Demirtas Book Review: \booktitleHandbook of
Fitting Statistical Distributions with R ??
Ulrike Grömping Book Review: \booktitleA Data
Scientist's Guide to Acquiring, Cleaning
and Managing Data in R . . . . . . . . . ??
Michel Meulders and
Philippe De Bruecker Latent Class Probabilistic Latent
Feature Analysis of Three-Way Three-Mode
Binary Data . . . . . . . . . . . . . . ??
Jan Luts and
Shen S. J. Wang and
John T. Ormerod and
Matt P. Wand Semiparametric Regression Analysis via
\pkgInfer.NET . . . . . . . . . . . . . ??
Tommy Löfstedt and
Vincent Guillemot and
Vincent Frouin and
Edouard Duchesnay and
Fouad Hadj-Selem Simulated Data for Linear Regression
with Structured and Sparse Penalties:
Introducing \pkgpylearn-simulate . . . . ??
Hannes Mühleisen and
Alexander Bertram and
Maarten-Jan Kallen Database-Inspired Optimizations for
Statistical Analysis . . . . . . . . . . ??
Marco A. Villegas and
Diego J. Pedregal \pkgSSpace: A Toolbox for State Space
Modeling . . . . . . . . . . . . . . . . ??
Delia C. Voronca and
Mulugeta Gebregziabher and
Valerie Durkalski-Mauldin and
Lei Liu and
Leonard E. Egede \pkgMTPmle: A SAS Macro and Stata
Programs for Marginalized Inference in
Semi-Continuous Data . . . . . . . . . . ??
Ron Wehrens and
Johannes Kruisselbrink Flexible Self-Organizing Maps in
\pkgkohonen 3.0 . . . . . . . . . . . . ??
Maja Pohar Perme and
Klemen Pavlic Nonparametric Relative Survival Analysis
with the R Package \pkgrelsurv . . . . . ??
John Fox and
Sanford Weisberg Visualizing Fit and Lack of Fit in
Complex Regression Models with Predictor
Effect Plots and Partial Residuals . . . ??
James Li and
Jacob Bien and
Martin T. Wells \pkgrTensor: An R Package for
Multidimensional Array (Tensor)
Unfolding, Multiplication, and
Decomposition . . . . . . . . . . . . . ??
Christoph Sax and
Dirk Eddelbuettel Seasonal Adjustment by
\pkgX-13ARIMA-SEATS in R . . . . . . . . ??
Gilles Durrieu and
Ion Grama and
Kevin Jaunatre and
Quang-Khoai Pham and
Jean-Marie Tricot \pkgextremefit: A Package for Extreme
Quantiles . . . . . . . . . . . . . . . ??
Zifei Han and
Victor De Oliveira \pkggcKrig: An R Package for the
Analysis of Geostatistical Count Data
Using Gaussian Copulas . . . . . . . . . ??
Ting Wang and
Edgar C. Merkle Code Snippet: \pkgmerDeriv: Derivative
Computations for Linear Mixed Effects
Models with Application to Robust
Standard Errors . . . . . . . . . . . . ??
Wélliton de Souza and
Benilton de Sá Carvalho and
Iscia Lopes-Cendes Code Snippet: \pkgRqc: A Bioconductor
Package for Quality Control of
High-Throughput Sequencing Data . . . . ??
Nicholas E. Hamilton and
Michael Ferry Code Snippet: \pkgggtern: Ternary
Diagrams Using \pkgggplot2 . . . . . . . ??
Pedro M. Valero Mora Book Review: \booktitlebookdown:
Authoring Books and Technical Documents
with R Markdown . . . . . . . . . . . . ??
Abdolvahab Khademi Book Review: \booktitleComputational
Methods for Numerical Analysis with R ??
Yiyun Shou and
Michael Smithson \pkgcdfquantreg: An R Package for
CDF-Quantile Regression . . . . . . . . ??
Jonathon Love and
Ravi Selker and
Maarten Marsman and
Tahira Jamil and
Damian Dropmann and
Josine Verhagen and
Alexander Ly and
Quentin F. Gronau and
Martin Smíra and
Sacha Epskamp and
Dora Matzke and
Anneliese Wild and
Patrick Knight and
Jeffrey N. Rouder and
Richard D. Morey and
Eric-Jan Wagenmakers \pkgJASP: Graphical Statistical Software
for Common Statistical Designs . . . . . ??
Satu Helske and
Jouni Helske Mixture Hidden Markov Models for
Sequence Data: The \pkgseqHMM Package in
R . . . . . . . . . . . . . . . . . . . ??
Thomas Jaki and
Philip Pallmann and
Dominic Magirr The R Package \pkgMAMS for Designing
Multi-Arm Multi-Stage Clinical Trials ??
Victor Maus and
Gilberto Câmara and
Marius Appel and
Edzer Pebesma \pkgdtwSat: Time-Weighted Dynamic Time
Warping for Satellite Image Time Series
Analysis in R . . . . . . . . . . . . . ??
David Ardia and
Kris Boudt and
Leopoldo Catania Generalized Autoregressive Score Models
in R: The \pkgGAS Package . . . . . . . ??
Abdollah Jalilian Code Snippet: \pkgETAS: An R Package for
Fitting the Space--Time ETAS Model to
Earthquake Data . . . . . . . . . . . . ??
Carmen Armero Book Review: \booktitleData Analysis
Using Hierarchical Generalized Linear
Models with R . . . . . . . . . . . . . ??
David L. Miller and
Eric Rexstad and
Len Thomas and
Laura Marshall and
Jeffrey L. Laake Distance Sampling in R . . . . . . . . . ??
Jingjing Yang and
Peng Ren \pkgBFDA: a MATLAB Toolbox for Bayesian
Functional Data Analysis . . . . . . . . ??
Reza Mohammadi and
Ernst C. Wit \pkgBDgraph: an R Package for Bayesian
Structure Learning in Graphical Models ??
Gerhard Kurz and
Igor Gilitschenski and
Florian Pfaff and
Lukas Drude and
Uwe D. Hanebeck and
Reinhold Haeb-Umbach and
Roland Y. Siegwart Directional Statistics and Filtering
Using libDirectional . . . . . . . . . . ??
Xiyue Liao and
Mary C. Meyer \pkgcgam: an R Package for the
Constrained Generalized Additive Model ??
Sophie Achard and
Ir\`ene Gannaz Wavelet-Based and Fourier-Based
Multivariate Whittle Estimation:
\pkgmultiwave . . . . . . . . . . . . . ??
Mihai Tivadar \pkgOasisR: an R Package to Bring Some
Order to the World of Segregation
Measurement . . . . . . . . . . . . . . ??
Mickaël Binois and
Victor Picheny \pkgGPareto: an R Package for
Gaussian-Process-Based Multi-Objective
Optimization and Analysis . . . . . . . ??
Alireza S. Mahani and
Mansour T. A. Sharabiani Bayesian, and Non-Bayesian,
Cause-Specific Competing-Risk Analysis
for Parametric and Nonparametric
Survival Functions: The R Package
\pkgCFC . . . . . . . . . . . . . . . . ??
Daniel Sabanés Bové and
Wai Yin Yeung and
Giuseppe Palermo and
Thomas Jaki Model-Based Dose Escalation Designs in R
with \pkgcrmPack . . . . . . . . . . . . ??
N. Benjamin Erichson and
Sergey Voronin and
Steven L. Brunton and
J. Nathan Kutz Randomized Matrix Decompositions Using R ??
Lukas W. Lehnert and
Hanna Meyer and
Wolfgang A. Obermeier and
Brenner Silva and
Bianca Regeling and
Jörg Bendix Hyperspectral Data Analysis in R: The
\pkghsdar Package . . . . . . . . . . . ??
Lindsay Rutter and
Susan VanderPlas and
Dianne Cook and
Michelle A. Graham \pkgggenealogy: an R Package for
Visualizing Genealogical Data . . . . . ??
Suman Rakshit and
Adrian Baddeley and
Gopalan Nair Efficient Code for Second Order Analysis
of Events on a Linear Network . . . . . ??
Iñaki Ucar and
Bart Smeets and
Arturo Azcorra \pkgsimmer: Discrete-Event Simulation
for R . . . . . . . . . . . . . . . . . ??
Robert Geitner and
Robby Fritzsch and
Jürgen Popp and
Thomas W. Bocklitz \pkgcorr2D: Implementation of
Two-Dimensional Correlation Analysis in
R . . . . . . . . . . . . . . . . . . . ??
Urbano Lorenzo-Seva and
Michel van de Velden \pkgMultipleCar: a Graphical User
Interface MATLAB Toolbox to Compute
Multiple Correspondence Analysis . . . . ??
Zhaozhi Qian and
Philip L. H. Yu Weighted Distance-Based Models for
Ranking Data Using the R Package
\pkgrankdist . . . . . . . . . . . . . . ??
Anne Helby Petersen and
Claus Thorn Ekstròm \pkgdataMaid: Your Assistant for
Documenting Supervised Data Quality
Screening in R . . . . . . . . . . . . . ??
Theodor Adrian Balan and
Hein Putter \pkgfrailtyEM: an R Package for
Estimating Semiparametric Shared Frailty
Models . . . . . . . . . . . . . . . . . ??
David M. Smith and
Malcolm J. Faddy Mean and Variance Modeling of
Under-Dispersed and Over-Dispersed
Grouped Binary Data . . . . . . . . . . ??
João Daniel N. Duarte and
Vinícius D. Mayrink \pkgslfm: an R Package to Evaluate
Coherent Patterns in Microarray Data via
Factor Analysis . . . . . . . . . . . . ??
Seongil Jo and
Taeryon Choi and
Beomjo Park and
Peter Lenk \pkgbsamGP: an R Package for Bayesian
Spectral Analysis Models Using Gaussian
Process Priors . . . . . . . . . . . . . ??
Simon A. C. Taylor and
Timothy Park and
Idris A. Eckley Multivariate Locally Stationary Wavelet
Analysis with the \pkgmvLSW R Package ??
Alexander Jordan and
Fabian Krüger and
Sebastian Lerch Evaluating Probabilistic Forecasts with
scoringRules . . . . . . . . . . . . . . ??
Tarak Kharrat and
Georgi N. Boshnakov and
Ian McHale and
Rose Baker Flexible Regression Models for Count
Data Based on Renewal Processes: The
\pkgCountr Package . . . . . . . . . . . ??
Virgilio Gómez-Rubio and
Paula Moraga and
John Molitor and
Barry Rowlingson \pkgDClusterm: Model-Based Detection of
Disease Clusters . . . . . . . . . . . . ??
Kevin R. Coombes and
Guy Brock and
Zachary B. Abrams and
Lynne V. Abruzzo Code Snippet: Polychrome: Creating and
Assessing Qualitative Palettes with Many
Colors . . . . . . . . . . . . . . . . . ??
Tim Downie Book Review: \booktitleAnalyzing
Baseball Data with R (2nd Edition) . . . ??
Ulrike Grömping Book Review: \booktitlePractical R for
Mass Communication and Journalism . . . ??
Michael Hahsler and
Matthew Piekenbrock and
Derek Doran \pkgdbscan: Fast Density-Based
Clustering with R . . . . . . . . . . . ??
Margaret E. Roberts and
Brandon M. Stewart and
Dustin Tingley \pkgstm: an R Package for Structural
Topic Models . . . . . . . . . . . . . . ??
Jack Baker and
Paul Fearnhead and
Emily B. Fox and
Christopher Nemeth \pkgsgmcmc: an R Package for Stochastic
Gradient Markov Chain Monte Carlo . . . ??
David Ardia and
Keven Bluteau and
Kris Boudt and
Leopoldo Catania and
Denis-Alexandre Trottier Markov-Switching GARCH Models in R: The
\pkgMSGARCH Package . . . . . . . . . . ??
Oleksii Pokotylo and
Pavlo Mozharovskyi and
Rainer Dyckerhoff Depth and Depth-Based Classification
with R Package \pkgddalpha . . . . . . . ??
David Navarro-Gonzalez and
Andreu Vigil-Colet and
Pere Joan Ferrando and
Urbano Lorenzo-Seva Psychological Test Toolbox: a New Tool
to Compute Factor Analysis Controlling
Response Bias . . . . . . . . . . . . . ??
Ann-Kristin Kreutzmann and
Sören Pannier and
Natalia Rojas-Perilla and
Timo Schmid and
Matthias Templ and
Nikos Tzavidis The R Package \pkgemdi for Estimating
and Mapping Regionally Disaggregated
Indicators . . . . . . . . . . . . . . . ??
Sebastian Calonico and
Matias D. Cattaneo and
Max H. Farrell \pkgnprobust: Nonparametric Kernel-Based
Estimation and Robust Bias-Corrected
Inference . . . . . . . . . . . . . . . ??
Daniel Conn and
Tuck Ngun and
Gang Li and
Christina M. Ramirez Fuzzy Forests: Extending Random Forest
Feature Selection for Correlated,
High-Dimensional Data . . . . . . . . . ??
Angelos Markos and
Alfonso Iodice D'Enza and
Michel van de Velden Beyond Tandem Analysis: Joint Dimension
Reduction and Clustering in R . . . . . ??
Bryon Aragam and
Jiaying Gu and
Qing Zhou Learning Large-Scale Bayesian Networks
with the \pkgsparsebn Package . . . . . ??
Stefan Widgren and
Pavol Bauer and
Robin Eriksson and
Stefan Engblom \pkgSimInf: an R Package for Data-Driven
Stochastic Disease Spread Simulations ??
Torsten Hothorn Most Likely Transformations: The \pkgmlt
Package . . . . . . . . . . . . . . . . ??
Bradley C. Saul and
Michael G. Hudgens The Calculus of M-Estimation in R with
geex . . . . . . . . . . . . . . . . . . ??
Thong Pham and
Paul Sheridan and
Hidetoshi Shimodaira \pkgPAFit: an R Package for the
Non-Parametric Estimation of
Preferential Attachment and Node Fitness
in Temporal Complex Networks . . . . . . ??
David B. Dahl Integration of R and Scala Using rscala ??
Ioanna Manolopoulou and
Axel Hille and
Brent Emerson \pkgBPEC: an R Package for Bayesian
Phylogeographic and Ecological
Clustering . . . . . . . . . . . . . . . ??
Felipe Campelo and
Lucas S. Batista and
Claus Aranha The \pkgMOEADr Package: a
Component-Based Framework for
Multiobjective Evolutionary Algorithms
Based on Decomposition . . . . . . . . . ??
Yu Du and
Ravi Varadhan \pkgSQUAREM: an R Package for
Off-the-Shelf Acceleration of EM, MM and
Other EM-Like Monotone Algorithms . . . ??
Daniel Fischer and
Karl Mosler and
Jyrki Möttönen and
Klaus Nordhausen and
Oleksii Pokotylo and
Daniel Vogel Computing the Oja Median in R: The
Package \pkgOjaNP . . . . . . . . . . . ??
Haiming Zhou and
Timothy Hanson and
Jiajia Zhang \pkgspBayesSurv: Fitting Bayesian
Spatial Survival Models Using R . . . . ??
Quentin F. Gronau and
Henrik Singmann and
Eric-Jan Wagenmakers \pkgbridgesampling: an R Package for
Estimating Normalizing Constants . . . . ??
J. Antonio Rivero Ostoic Algebraic Analysis of Multiple Social
Networks with multiplex . . . . . . . . ??
Marjolein Fokkema Fitting Prediction Rule Ensembles with R
Package \pkgpre . . . . . . . . . . . . ??
Joss Roßmann and
Tobias Gummer and
Lars Kaczmirek Code Snippet: Working with User Agent
Strings in Stata: The \tt parseuas
Command . . . . . . . . . . . . . . . . ??
Daniel Peña and
Ezequiel Smucler and
Victor J. Yohai Code Snippet: \pkggdpc: an R Package for
Generalized Dynamic Principal Components ??
Jose M. Pavía Book Review: \booktitleR Graphics (3rd
Edition) . . . . . . . . . . . . . . . . ??
Sean Martin and
Andrew M. Raim and
Wen Huang and
Kofi P. Adragni \pkgManifoldOptim: an R Interface to the
ROPTLIB Library for Riemannian Manifold
Optimization . . . . . . . . . . . . . . ??
Cong Xu and
Pantelis Z. Hadjipantelis and
Jane-Ling Wang Semi-Parametric Joint Modeling of
Survival and Longitudinal Data: The R
Package \pkgJSM . . . . . . . . . . . . ??
Marc Hofmann and
Cristian Gatu and
Erricos J. Kontoghiorghes and
Ana Colubi and
Achim Zeileis \pkglmSubsets: Exact Variable-Subset
Selection in Linear Regression for R . . ??
Rainer Hirk and
Kurt Hornik and
Laura Vana \pkgmvord: an R Package for Fitting
Multivariate Ordinal Regression Models ??
Clara Happ-Kurz Object-Oriented Software for Functional
Data . . . . . . . . . . . . . . . . . . ??
Christian Röver Bayesian Random-Effects Meta-Analysis
Using the \pkgbayesmeta R Package . . . ??
Po-Hsien Huang \pkglslx: Semi-Confirmatory Structural
Equation Modeling via Penalized
Likelihood . . . . . . . . . . . . . . . ??
Jonas M. B. Haslbeck and
Lourens J. Waldorp \pkgmgm: Estimating Time-Varying Mixed
Graphical Models in High-Dimensional
Data . . . . . . . . . . . . . . . . . . ??
David Kahle and
Christopher O'Neill and
Jeff Sommars A Computer Algebra System for R:
Macaulay2 and the \pkgm2r Package . . . ??
Jan Górecki and
Marius Hofert and
Martin Holena Hierarchical Archimedean Copulas for
MATLAB and Octave: The \pkgHACopula
Toolbox . . . . . . . . . . . . . . . . ??
Modesto Escobar and
Luis Martinez-Uribe Network Coincidence Analysis: The
\pkgnetCoin R Package . . . . . . . . . ??
Chenguang Wang and
Elizabeth Colantuoni and
Andrew Leroux and
Daniel O. Scharfstein \pkgidem: an R Package for Inferences in
Clinical Trials with Death and
Missingness . . . . . . . . . . . . . . ??
Eduard Szöcs and
Tamás Stirling and
Eric R. Scott and
Andreas Scharmüller and
Ralf B. Schäfer \pkgwebchem: an R Package to Retrieve
Chemical Information from the Web . . . ??
Wenchao Ma and
Jimmy de la Torre \pkgGDINA: an R Package for Cognitive
Diagnosis Modeling . . . . . . . . . . . ??
Anne Philippe and
Marie-Anne Vibet Code Snippet: Analysis of Archaeological
Phases Using the R Package
\pkgArchaeoPhases . . . . . . . . . . . ??
Abdolvahab Khademi Book Review: \booktitleFlexible
Imputation of Missing Data (2nd Edition) ??
Claudia Cappello and
Sandra De Iaco and
Donato Posa \pkgcovatest: an R Package for Selecting
a Class of Space-Time Covariance
Functions . . . . . . . . . . . . . . . ??
Laura Deldossi and
Marta Nai Ruscone R Package \pkgOBsMD for Follow-Up
Designs in an Objective Bayesian
Framework . . . . . . . . . . . . . . . ??
Han Yu and
Janhavi Moharil and
Rachael Hageman Blair \pkgBayesNetBP: an R Package for
Probabilistic Reasoning in Bayesian
Networks . . . . . . . . . . . . . . . . ??
Canhong Wen and
Aijun Zhang and
Shijie Quan and
Xueqin Wang \pkgBeSS: an R Package for Best Subset
Selection in Linear, Logistic and Cox
Proportional Hazards Models . . . . . . ??
Lin Wang and
Wei Zhang and
Qizhai Li \pkgAssocTests: an R Package for Genetic
Association Studies . . . . . . . . . . ??
Fernando S. Marques and
José H. H. Grisi-Filho and
Marcos Amaku and
Jean C. R. Silva and
Erivânia C. Almeida and
José L. Silva Júnior \pkghybridModels: an R Package for the
Stochastic Simulation of Disease
Spreading in Dynamic Networks . . . . . ??
Patrick M. Schnell and
Mark Fiecas and
Bradley P. Carlin \pkgcredsubs: Multiplicity-Adjusted
Subset Identification . . . . . . . . . ??
Devin Francom and
Bruno Sansó \pkgBASS: an R Package for Fitting and
Performing Sensitivity Analysis of
Bayesian Adaptive Spline Surfaces . . . ??
Jules Kruijswijk and
Robin van Emden and
Petri Parvinen and
Maurits Kaptein \pkgStreamingBandit: Experimenting with
Bandit Policies . . . . . . . . . . . . ??
Sarah Brockhaus and
David Rügamer and
Sonja Greven Boosting Functional Regression Models
with \pkgFDboost . . . . . . . . . . . . ??
Balasubramanian Narasimhan and
Bradley Efron \pkgdeconvolveR: a $G$-Modeling Program
for Deconvolution and Empirical Bayes
Estimation . . . . . . . . . . . . . . . ??
Qi Liu and
Bryan Shepherd and
Chun Li \pkgPResiduals: an R Package for
Residual Analysis Using
Probability-Scale Residuals . . . . . . ??
Fangrong Yan and
Liangcai Zhang and
Yanhong Zhou and
Haitao Pan and
Suyu Liu and
Ying Yuan \pkgBOIN: an R Package for Designing
Single-Agent and Drug-Combination
Dose-Finding Trials Using Bayesian
Optimal Interval Designs . . . . . . . . ??
Anqi Fu and
Balasubramanian Narasimhan and
Stephen Boyd \pkgCVXR: an R Package for Disciplined
Convex Optimization . . . . . . . . . . ??
Stefan Theußl and
Florian Schwendinger and
Kurt Hornik \pkgROI: an Extensible R Optimization
Infrastructure . . . . . . . . . . . . . ??
Peter Baker Code Snippet: Using GNU \tt Make to
Manage the Workflow of Data Analysis
Projects . . . . . . . . . . . . . . . . ??
Briana Cameron and
Michael J. Kane and
Denise Esserman Code Snippet: \pkgpreference: an R
Package for Two-Stage Clinical Trial
Design Accounting for Patient Preference ??
James E. Helmreich Book Review: \booktitleData Science with
Julia . . . . . . . . . . . . . . . . . ??
Achim Zeileis and
Susanne Köll and
Nathaniel Graham Various Versatile Variances: an
Object-Oriented Implementation of
Clustered Covariances in R . . . . . . . ??
Timothy D. Meehan and
Nicole L. Michel and
Håvard Rue Estimating Animal Abundance with
$N$-Mixture Models Using the \pkgR-INLA
Package for R . . . . . . . . . . . . . ??
Inmaculada C. Álvarez and
Javier Barbero and
José L. Zofío A Data Envelopment Analysis Toolbox for
MATLAB . . . . . . . . . . . . . . . . . ??
Marius Hofert and
Wayne Oldford Zigzag Expanded Navigation Plots in R:
The R Package \pkgzenplots . . . . . . . ??
Anthony Ebert and
Paul Wu and
Kerrie Mengersen and
Fabrizio Ruggeri Computationally Efficient Simulation of
Queues: The R Package \pkgqueuecomputer ??
Jörg Polzehl and
Kostas Papafitsoros and
Karsten Tabelow Patch-Wise Adaptive Weights Smoothing in
R . . . . . . . . . . . . . . . . . . . ??
Robert J. B. Goudie and
Rebecca M. Turner and
Daniela De Angelis and
Andrew Thomas \pkgMultiBUGS: a Parallel Implementation
of the \pkgBUGS Modeling Framework for
Faster Bayesian Inference . . . . . . . ??
James P. Howard and
II Phonetic Spelling Algorithm
Implementations for R . . . . . . . . . ??
Matthias Speidel and
Jörg Drechsler and
Shahab Jolani The R Package \pkghmi: a Convenient Tool
for Hierarchical Multiple Imputation and
Beyond . . . . . . . . . . . . . . . . . ??
Dimitrina S. Dimitrova and
Vladimir K. Kaishev and
Senren Tan Computing the Kolmogorov--Smirnov
Distribution When the Underlying CDF is
Purely Discrete, Mixed, or Continuous ??
Yves Croissant Estimation of Random Utility Models in
R: The \pkgmlogit Package . . . . . . . ??
Mathieu Emily and
Nicolas Sounac and
Florian Kroell and
Magalie Houée-Bigot Gene-Based Methods to Detect Gene-Gene
Interaction in R: The \pkgGeneGeneInteR
Package . . . . . . . . . . . . . . . . ??
Antony M. Overstall and
David C. Woods and
Maria Adamou \pkgacebayes: an R Package for Bayesian
Optimal Design of Experiments via
Approximate Coordinate Exchange . . . . ??
Gianluca Baio \pkgsurvHE: Survival Analysis for Health
Economic Evaluation and
Cost-Effectiveness Modeling . . . . . . ??
Martin Happ and
Georg Zimmermann and
Edgar Brunner and
Arne C. Bathke Code Snippet: Pseudo-Ranks: How to
Calculate Them Efficiently in R . . . . ??
Thanh V. Pham and
Jeffrey D. Kromrey and
Yi-Hsin Chen and
Eun Sook Kim and
Diep T. Nguyen and
Yan Wang Code Snippet: \pkgANOVA\_robust: a SAS
Macro for Parametric Tests of Mean
Differences in One-Factor ANOVA Models ??
Achim Zeileis and
Jason C. Fisher and
Kurt Hornik and
Ross Ihaka and
Claire D. McWhite and
Paul Murrell and
Reto Stauffer and
Claus O. Wilke \pkgcolorspace: a Toolbox for
Manipulating and Assessing Colors and
Palettes . . . . . . . . . . . . . . . . ??
Arsalane Chouaib Guidoum and
Kamal Boukhetala Performing Parallel Monte Carlo and
Moment Equations Methods for Itô and
Stratonovich Stochastic Differential
Systems: R Package \pkgSim.DiffProc . . ??
Frits Traets and
Daniel Gil Sanchez and
Martina Vandebroek Generating Optimal Designs for Discrete
Choice Experiments in R: The \pkgidefix
Package . . . . . . . . . . . . . . . . ??
Nicolas R. Lauve and
Stuart J. Nelson and
S. Stanley Young and
Robert L. Obenchain and
Christophe G. Lambert \pkgLocalControl: an R Package for
Comparative Safety and Effectiveness
Research . . . . . . . . . . . . . . . . ??
Marina Knight and
Kathryn Leeming and
Guy Nason and
Matthew Nunes Generalized Network Autoregressive
Processes and the \pkgGNAR Package . . . ??
Yujing Jiang and
Mei-Ling Ting Lee and
Xin He and
Bernard Rosner and
Jun Yan Wilcoxon Rank-Based Tests for Clustered
Data with R Package \pkgclusrank . . . . ??
Xu Dong and
Luis Castro and
Nazrul Shaikh \pkgfastnet: an R Package for Fast
Simulation and Analysis of Large-Scale
Social Networks . . . . . . . . . . . . ??
Maurizio Manuguerra and
Gillian Z. Heller and
Jun Ma Continuous Ordinal Regression for
Analysis of Visual Analogue Scales: The
R Package \pkgordinalCont . . . . . . . ??
Justine Lequesne and
Philippe Regnault Code Snippet: \pkgvsgoftest: an R
Package for Goodness-of-Fit Testing
Based on Kullback--Leibler Divergence ??
Rodney Sparapani and
Charles Spanbauer and
Robert McCulloch Nonparametric Machine Learning and
Efficient Computation with Bayesian
Additive Regression Trees: The \pkgBART
R Package . . . . . . . . . . . . . . . ??
Michael W. Robbins and
Steven Davenport \pkgmicrosynth: Synthetic Control
Methods for Disaggregated and
Micro-Level Data in R . . . . . . . . . ??
Samuel L. Brilleman and
Rory Wolfe and
Margarita Moreno-Betancur and
Michael J. Crowther Simulating Survival Data Using the
\pkgsimsurv R Package . . . . . . . . . ??
Andreas Hill and
Alexander Massey and
Daniel Mandallaz The R Package \pkgforestinventory:
Design-Based Global and Small Area
Estimations for Multiphase Forest
Inventories . . . . . . . . . . . . . . ??
Alexander Lange and
Bernhard Dalheimer and
Helmut Herwartz and
Simone Maxand \pkgsvars: an R Package for Data-Driven
Identification in Multivariate Time
Series Analysis . . . . . . . . . . . . ??
Jin Zhu and
Wenliang Pan and
Wei Zheng and
Xueqin Wang \pkgBall: an R Package for Detecting
Distribution Difference and Association
in Metric Spaces . . . . . . . . . . . . ??
Yun-Hee Choi and
Laurent Briollais and
Wenqing He and
Karen Kopciuk \pkgFamEvent: an R Package for
Generating and Modeling Time-to-Event
Data in Family Designs . . . . . . . . . ??
Alexander Meier and
Claudia Kirch and
Haeran Cho \pkgmosum: a Package for Moving Sums in
Change-Point Analysis . . . . . . . . . ??
Jose Ameijeiras-Alonso and
Rosa M. Crujeiras and
Alberto Rodriguez-Casal \pkgmultimode: an R Package for Mode
Assessment . . . . . . . . . . . . . . . ??
Mark P. J. van der Loo and
Edwin de Jonge Data Validation Infrastructure for R . . ??
Thomas Nagler Code Snippet: R-Friendly Multi-Threading
in C++ . . . . . . . . . . . . . . . . . ??
Mark P. J. van der Loo Monitoring Data in R with the
\pkglumberjack Package . . . . . . . . . ??
Francisco Palmí-Perales and
Virgilio Gómez-Rubio and
Miguel A. Martinez-Beneito Bayesian Multivariate Spatial Models for
Lattice Data with \pkgINLA . . . . . . . ??
Cristina Tortora and
Ryan P. Browne and
Aisha ElSherbiny and
Brian C. Franczak and
Paul D. McNicholas Model-Based Clustering, Classification,
and Discriminant Analysis Using the
Generalized Hyperbolic Distribution:
\pkgMixGHD R package . . . . . . . . . . ??
Andrew Zammit-Mangion and
Noel Cressie \pkgFRK: An R Package for Spatial and
Spatio-Temporal Prediction with Large
Datasets . . . . . . . . . . . . . . . . ??
Jared D. Huling and
Menggang Yu Subgroup Identification Using the
\pkgpersonalized Package . . . . . . . . ??
Ushio Tanaka and
Masami Saga and
Junji Nakano \pkgNScluster: An R Package for Maximum
Palm Likelihood Estimation for Cluster
Point Process Models Using OpenMP . . . ??
Tomaz Hocevar and
Blaz Zupan and
Jonna Stålring Conformal Prediction with Orange . . . . ??
Matteo Magnani and
Luca Rossi and
Davide Vega Analysis of Multiplex Social Networks
with R . . . . . . . . . . . . . . . . . ??
Kevin Kunzmann and
Maximilian Pilz and
Carolin Herrmann and
Geraldine Rauch and
Meinhard Kieser The \pkgadoptr Package: Adaptive Optimal
Designs for Clinical Trials in R . . . . ??
Waleed Almutiry and
Vineetha Warriyar K V and
Rob Deardon Continuous Time Individual-Level Models
of Infectious Disease: Package
\pkgEpiILMCT . . . . . . . . . . . . . . ??
Christian Thiele and
Gerrit Hirschfeld \pkgcutpointr: Improved Estimation and
Validation of Optimal Cutpoints in R . . ??
Tyler Grimes and
Somnath Datta \pkgSeqNet: An R Package for Generating
Gene-Gene Networks and Simulating
RNA-Seq Data . . . . . . . . . . . . . . ??
Mickaël Binois and
Robert B. Gramacy \pkghetGP: Heteroskedastic Gaussian
Process Modeling and Sequential Design
in R . . . . . . . . . . . . . . . . . . ??
Hadrien Charvat and
Aurélien Belot \pkgmexhaz: An R Package for Fitting
Flexible Hazard-Based Regression Models
for Overall and Excess Mortality with a
Random Effect . . . . . . . . . . . . . ??
Klaus Nordhausen and
Markus Matilainen and
Jari Miettinen and
Joni Virta and
Sara Taskinen Dimension Reduction for Time Series in a
Blind Source Separation Context Using R ??
Ulrike Grömping Book Review: \booktitleData
Visualization: Charts, Maps, and
Interactive Graphics . . . . . . . . . . ??
Anson T. Y. Ho and
Kim P. Huynh and
David T. Jacho-Chávez and
Diego Rojas-Baez Data Science in Stata 16: Frames, Lasso,
and Python Integration . . . . . . . . . ??
Guy L. Steele, Jr. and
Doug Lea and
Christine H. Flood Fast splittable pseudorandom number
generators . . . . . . . . . . . . . . . 453--472
Sebastiano Vigna An Experimental Exploration of
Marsaglia's \tt xorshift Generators,
Scrambled . . . . . . . . . . . . . . . 30:1--30:23